{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 反相器电压转移曲线解析\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>Vm</th>\n",
       "      <th>gain</th>\n",
       "      <th>hys</th>\n",
       "      <th>NMH</th>\n",
       "      <th>NML</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Sheet1@inverter_20241031_143223.xlsx</td>\n",
       "      <td>0.7213V</td>\n",
       "      <td>65.43</td>\n",
       "      <td>0V</td>\n",
       "      <td>0.6302V</td>\n",
       "      <td>1.199V</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Sheet1@inverter_20241031_142847.xlsx</td>\n",
       "      <td>0.7212V</td>\n",
       "      <td>65.67</td>\n",
       "      <td>0V</td>\n",
       "      <td>0.6301V</td>\n",
       "      <td>1.199V</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Sheet1@inverter_20241031_103405.xlsx</td>\n",
       "      <td>0.7157V</td>\n",
       "      <td>53.71</td>\n",
       "      <td>0V</td>\n",
       "      <td>0.6195V</td>\n",
       "      <td>1.212V</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Sheet1@inverter_20241022_113414.xlsx</td>\n",
       "      <td>0.7152V</td>\n",
       "      <td>51.78</td>\n",
       "      <td>0V</td>\n",
       "      <td>0.6204V</td>\n",
       "      <td>1.211V</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   name       Vm   gain hys      NMH     NML\n",
       "0  Sheet1@inverter_20241031_143223.xlsx  0.7213V  65.43  0V  0.6302V  1.199V\n",
       "1  Sheet1@inverter_20241031_142847.xlsx  0.7212V  65.67  0V  0.6301V  1.199V\n",
       "2  Sheet1@inverter_20241031_103405.xlsx  0.7157V  53.71  0V  0.6195V  1.212V\n",
       "3  Sheet1@inverter_20241022_113414.xlsx  0.7152V  51.78  0V  0.6204V  1.211V"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反相器参数提取\n",
    "import pandas as pd\n",
    "import gTdev\n",
    "from matplotlib import pyplot as plt\n",
    "from IPython.display import display\n",
    "\n",
    "######读取文件#####\n",
    "testFiles = gTdev.gtfile(location='./data',key='inverter',\n",
    "                         X_Axis='Vin',Y_Axis='Vout',\n",
    "                         sheetNames=['Data','Append','Sheet'])\n",
    "\n",
    "result = []\n",
    "for curve in testFiles.curves:\n",
    "    try:\n",
    "        inv = gTdev.inverter(curve.x,curve.y)\n",
    "        result.append([curve.name,inv.Vm,inv.gain,inv.hys,inv.NMH,inv.NML])\n",
    "    except:\n",
    "        print(curve.name,\":ERROR!\")\n",
    "result = pd.DataFrame(result,columns=['name',\"Vm\",\"gain\",\"hys\",\"NMH\",\"NML\"])\n",
    "display(result)\n",
    "# 绘制图像\n",
    "plt.style.use('default')\n",
    "plt.figure(figsize=(6,6))\n",
    "plt.title(\"Inverter\")\n",
    "plt.xlabel(\"Vin (V)\")\n",
    "plt.ylabel(\"Vout (V)\")\n",
    "result = []\n",
    "testFiles.curves.sort(key=lambda c:c.name)\n",
    "\n",
    "for curve in testFiles.curves:\n",
    "    plt.plot(curve.x, curve.y,label=curve.name[:-5].split('@')[1])\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 以第一条曲线为例，提取相关参数\n",
    "#### Vm\n",
    "一般以去线为准\n",
    "取反相器曲线与y=x交点的横坐标作为Vm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hys_NEW= 0V\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制图像\n",
    "plt.figure(figsize=(6,6))\n",
    "plt.title(\"Inverter\")\n",
    "plt.xlabel(\"Vin (V)\")\n",
    "plt.ylabel(\"Vout (V)\")\n",
    "result = []\n",
    "curve = testFiles.curves[0]\n",
    "plt.plot(curve.x, curve.y )\n",
    "plt.plot((0,2),(0,2))\n",
    "inv = gTdev.inverter(curve.x,curve.y)\n",
    "print(\"hys_NEW=\",inv.hys)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 增益(Gain)\n",
    "以去线为准，平滑之后，取绝对值斜率的最大值。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Gain = 51.78\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x26198402950>]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6,6))\n",
    "plt.title(\"Inverter\")\n",
    "plt.xlabel(\"Vin (V)\")\n",
    "plt.ylabel(\"Vout (V)\")\n",
    "curve = testFiles.curves[0]\n",
    "x,y = gTdev.gtcurve.noBack(curve.x,curve.y)\n",
    "plt.plot(x,y)\n",
    "dy = [abs((y[i]-y[i+1])/(x[i]-x[i+1])) \n",
    "      for i in range(len(x)-1)]\n",
    "dx = x[:-1]\n",
    "plt.plot(dx,dy)\n",
    "inv = gTdev.inverter(curve.x,curve.y)\n",
    "print(\"Gain =\",inv.gain)\n",
    "plt.plot((\n",
    "    dx[dy.index(max(dy))],\n",
    "    dx[dy.index(max(dy))])\n",
    "    ,(0,max(dy)),'--')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 噪声容限"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(0.66, 1.971847), (0.74, 0.0196955)]\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6,6))\n",
    "plt.title(\"Inverter\")\n",
    "plt.xlabel(\"Vin (V)\")\n",
    "plt.ylabel(\"Vout (V)\")\n",
    "curve = testFiles.curves[0]\n",
    "x,y = gTdev.gtcurve.noBack(curve.x,curve.y)\n",
    "import numpy as np\n",
    "x = np.array(x)\n",
    "y = np.array(y)\n",
    "plt.plot(x,y,label='origin')\n",
    "plt.plot(2-y,2-x,label='mirror')\n",
    "nms = []\n",
    "for i in range(len(x)-2):\n",
    "      d1 = (y[i+1] - y[i])/(x[i+1] - x[i])\n",
    "      d2 = (y[i+2] - y[i+1])/(x[i+2] - x[i+1])\n",
    "      if (d1+1) * (d2+1) <= 0:\n",
    "            nms.append((x[i+1],y[i+1]))\n",
    "print(nms)\n",
    "plt.plot((nms[0][0]-0.2,nms[0][0]+0.2),(nms[0][1]+0.2,nms[0][1]-0.2),'--y')\n",
    "plt.plot((nms[1][0]-0.2,nms[1][0]+0.2),(nms[1][1]+0.2,nms[1][1]-0.2),'--y')\n",
    "plt.plot((2-nms[0][1]-0.2,2-nms[0][1]+0.2),(2-nms[0][0]+0.2,2-nms[0][0]-0.2),'--y')\n",
    "plt.plot((2-nms[1][1]-0.2,2-nms[1][1]+0.2),(2-nms[1][0]+0.2,2-nms[1][0]-0.2),'--y')\n",
    "\n",
    "plt.text(nms[0][0],nms[0][1],\"VIL\")\n",
    "plt.text(2-nms[0][1],2-nms[0][0],\"VIL\",ha='right',va='top')\n",
    "plt.text(nms[1][0],nms[1][1],\"VIH\",ha='right',va='top')\n",
    "plt.text(2-nms[1][1],2-nms[1][0],\"VIH\")\n",
    "\n",
    "\n",
    "plt.plot((2-nms[0][1],nms[0][0],nms[0][0],2-nms[0][1],2-nms[0][1]),\n",
    "         (2-nms[0][0],2-nms[0][0],nms[0][1],nms[0][1],2-nms[0][0]),\n",
    "         '--',label=\"NMH\")\n",
    "plt.plot((2-nms[1][1],nms[1][0],nms[1][0],2-nms[1][1],2-nms[1][1]),\n",
    "         (2-nms[1][0],2-nms[1][0],nms[1][1],nms[1][1],2-nms[1][0]),\n",
    "         '--',label=\"NML\")\n",
    "\n",
    "plt.legend(ncol = 2)\n",
    "plt.grid()\n",
    "inv = gTdev.inverter(curve.x,curve.y)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(0.66, 1.971847), (0.74, 0.0196955)]\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhgAAAIjCAYAAABBOWJ+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB97ElEQVR4nO3deXwTdfoH8M9MjqYtbWkpbTnKWW5oyyUCCohoBcHFVUHdFZCqKx6rIrrijexPvHFVPFaFiisrIAuLimC5z/UAWu77PlquQkuPXDO/P3I0aZPSlKSZTD7v16uQmXxn8mSSNk++pyDLsgwiIiIiPxKDHQARERGpDxMMIiIi8jsmGEREROR3TDCIiIjI75hgEBERkd8xwSAiIiK/Y4JBREREfscEg4iIiPyOCQYRERH5HRMMIiIi8jsmGERUTU5ODgRBwO+//x7sULwqKyvDq6++itWrVwc7FCLygAkGEYWksrIyTJkyhQkGkUIxwSCikCJJEioqKgJ2/tLS0oCdmyicMMEgoisaN24cGjRogJMnT2LkyJFo0KABGjdujEmTJsFqtQIAzGYzEhIScP/991c7vri4GAaDAZMmTXLuMxqNeOWVV5CWloaIiAikpqbi2WefhdFodDtWEAQ89thj+Oabb9ClSxdERETg008/RePGjQEAU6ZMgSAIEAQBr776qvO4PXv24M4770RCQgIMBgN69eqFxYsXu53b0RS0Zs0aPPLII0hKSkLz5s39ddmIwpo22AEQUWiwWq3IyspCnz598M4772D58uV499130bZtW0yYMAE6nQ633347/vOf/+Czzz6DXq93Hrto0SIYjUbcfffdAGy1ELfddhvWr1+Phx56CJ06dcL27dsxffp07Nu3D4sWLXJ77JUrV2LevHl47LHHkJiYiIyMDHzyySeYMGECbr/9dvzxj38EAKSnpwMAdu7cif79+6NZs2Z47rnnEB0djXnz5mHkyJFYsGABbr/9drfzP/LII2jcuDFefvll1mAQ+YtMRFTFrFmzZADyb7/9JsuyLI8dO1YGIL/22mtu5bp37y737NnTub1s2TIZgPz999+7lRs2bJjcpk0b5/bXX38ti6Ior1u3zq3cp59+KgOQN2zY4NwHQBZFUd65c6db2bNnz8oA5FdeeaVa/DfeeKPcrVs3uaKiwrlPkiS5X79+crt27ao9z+uuu062WCxXuixE5AM2kRBRrT388MNu29dffz0OHTrk3B48eDASExMxd+5c576ioiLk5uZi9OjRzn3z589Hp06d0LFjR5w7d875M3jwYADAqlWr3B5n4MCB6Ny5c61ivHDhAlauXIlRo0ahpKTEee7z588jKysL+/fvx8mTJ92OefDBB6HRaGp3EYioVthEQkS1YjAYnP0eHOLj41FUVOTc1mq1uOOOOzBnzhwYjUZERETgP//5D8xms1uCsX//fuzevbva+RzOnDnjtt26detax3ngwAHIsoyXXnoJL730ktfzN2vWrE7nJ6LaYYJBRLVS22/4d999Nz777DP89NNPGDlyJObNm4eOHTsiIyPDWUaSJHTr1g3vvfeex3Okpqa6bUdGRtY6TkmSAACTJk1CVlaWxzJpaWl1Pj8R1Q4TDCLyqwEDBqBJkyaYO3currvuOqxcuRIvvPCCW5m2bdsiPz8fN954IwRBqNPjeDuuTZs2AACdTochQ4bU6dxEdPXYB4OI/EoURdx55534/vvv8fXXX8Nisbg1jwDAqFGjcPLkSXz++efVji8vL6/VSI6oqCgAwMWLF932JyUlYdCgQfjss89w+vTpasedPXvWh2dDRHXFGgwi8rvRo0fjww8/xCuvvIJu3bqhU6dObvffd999mDdvHh5++GGsWrUK/fv3h9VqxZ49ezBv3jwsW7YMvXr1qvExIiMj0blzZ8ydOxft27dHQkICunbtiq5du2LGjBm47rrr0K1bNzz44INo06YNCgsLsWnTJpw4cQL5+fmBfPpEBCYYRBQA/fr1Q2pqKo4fP16t9gKw1XIsWrQI06dPx+zZs7Fw4UJERUWhTZs2eOKJJ9C+fftaPc4XX3yBxx9/HE899RRMJhNeeeUVdO3aFZ07d8bvv/+OKVOmICcnB+fPn0dSUhK6d++Ol19+2d9Pl4g8EGRZloMdBBEREakL+2AQERGR3zHBICIiIr9jgkFERER+xwSDiIiI/I4JBhEREfkdEwwiIiLyu7CbB0OSJJw6dQoxMTF1nqKYiIgoHMmyjJKSEjRt2hSiWHMdRdglGKdOnaq2kBIRERHV3vHjx9G8efMay4RdghETEwPAdnFiY2ODHI3/mM1m/Pzzz7j55puh0+mCHY5q8TrXD17nwOM1rh9qu87FxcVITU11fpbWJOwSDEezSGxsrOoSjKioKMTGxqriTaxUvM71g9c58HiN64dar3NtuhiwkycRERH5HRMMIiIi8jsmGEREROR3YdcHg4iotmRZhsVigdVqDXYofmc2m6HValFRUaHK56cUoXiddTodNBrNVZ+HCQYRkQcmkwmnT59GWVlZsEMJCFmWkZKSguPHj3NOoAAKxessCAKaN2+OBg0aXNV5mGAQEVUhSRIOHz4MjUaDpk2bQq/Xh8yHQ21JkoTLly+jQYMGV5wwieou1K6zLMs4e/YsTpw4gXbt2l1VTQYTDCKiKkwmEyRJQmpqKqKiooIdTkBIkgSTyQSDwRASH3yhKhSvc+PGjXHkyBGYzearSjBC49kSEQVBqHwgEPmTv2rr+NtDREREfscEg4iIiPyOCQYRUZh79dVXkZmZ6dMxgwYNwpNPPhmQeEgdmGAQEYW5SZMmYcWKFT4d85///AdTp04NUEThZdy4cRAEAW+88Ybb/kWLFjn7Q6xevRqCICA+Ph4VFRVu5X777TcIguDWd8JR/uLFiwGP3xsmGEREYcoxkViDBg3QqFEjn45NSEio1YqaVDsGgwFvvvkmioqKaiwXExODhQsXuu378ssv0aJFi0CGVydMMIiIakGWZZSZLEH5kWW51nEajUb89a9/RVJSEgwGA6677jr89ttvACq/1f7000/o3bs3kpOTsX79+mpNJBaLBX/961/RsGFDNGrUCH/7298wduxYjBw50lmmahNJq1at8Prrr2P8+PGIiYlBixYt8M9//vNqL7tflJnLvP4YrcZal62wVNSqbF0MGTIEKSkpmDZtWo3lxo4di5kzZzq3y8vL8e2332Ls2LF1etxA4jwYRES1UG62ovPLy4Ly2Ltey0KUvnZ/rp999lksWLAAX331FVq2bIm33noLWVlZOHDggLPMc889h7feegtJSUlITU3F2rVr3c7x5ptv4ptvvsGsWbPQqVMn/OMf/8CiRYtwww031PjY7777LqZOnYrnn38e3333HSZMmICBAweiQ4cOvj9pP+ozp4/X+65vdj0+HvKxc3vQvEEot5R7LNsruRdm3TLLuX3LgltQZKxe47B97HafY9RoNHj99ddx77334q9//SuaN2/usdx9992Ht99+G8eOHUOLFi2wYMECtGrVCj169PD5MQONNRhERCpRWlqKTz75BG+//TaGDh2Kzp074/PPP0dkZCS+/PJLZ7nXXnsNN910E1q3bo2EhIRq5/nwww8xefJk3H777ejYsSM++ugjNGzY8IqPP2zYMDzyyCNIS0vD3/72NyQmJmLVqlX+fIqqdvvttyMzMxOvvPKK1zJJSUkYOnQocnJyAAAzZ87E+PHj6ylC37AGg8gDWZZVNzU0XZ1InQa7XssK2mPXxsGDB2E2m9G/f3/nPp1Oh2uuuQa7d+9G7969AQC9evXyeo5Lly6hsLAQ11xzjXOfRqNBz549IUlSjY+fnp7uvC0IAlJSUnDmzJlaxR5Iv9z7i9f7NKL7tV09arXXsqLg/p186R1LryouT958800MHjwYkyZN8lpm/PjxeOKJJ/DnP/8ZmzZtwvz587Fu3Tq/x3K1mGAQVXH27EIUFOSgc+e50GgMwQ6HFEIQhFo3UyhddHR0QM6r0+nctgVBuGJSUh+idLWf7j1QZWtrwIAByMrKwuTJkzFu3DiPZYYOHYqHHnoI2dnZGDFihM8ddOsLm0iIXJjNF7Fnz/04f34xduwYCau14soHESlE27ZtodfrsWHDBuc+s9mM3377DZ07d67VOeLi4pCcnOzsGAoAVqsVW7Zs8Xu85Nkbb7yB77//Hps2bfJ4v1arxZgxY7B69WrFNo8ArMEgcqPTNUTXrouwffutKCpahh07/oCuXRdBo4kMdmhEVxQdHY0JEybgmWeeQUJCAlq0aIG33noLZWVlyM7ORn5+fq3O8/jjj2PatGlIS0tDx44d8eGHH6KoqIjNhvWkW7du+NOf/oQPPvjAa5mpU6fimWeeuWLtxfbt292GEwuCgIyMDL/FWhMmGERVxMcPQnr6T9i2bRiKin62Jxn/ZZJBIeGNN96AJEm47777UFJSgl69emHZsmWIj4+v9Tn+9re/oaCgAGPGjIFGo8FDDz2ErKysq1pZk3zz2muvYe7cuV7v1+v1SExMvOJ5BgwY4Lat0WhgsViuOr7aEGRfBlirQHFxMeLi4nDp0iXExsYGOxy/MZvNWLJkCYYNG1atHZTq5uLFddi2bSgkqRTx8UPQtet/IUk6Xud6EOz3c0VFBQ4fPozWrVvDYFBnPxxJklBcXIzY2NgrrhorSRI6deqEUaNGcfZOH/lynZWipve/L5+hofFsiYKgYcPrkZ6+FBpNAxQVLcepU8qYNIgo0I4ePYrPP/8c+/btw/bt2zFhwgQcPnwY9957b7BDoxDCJhKiGjRseB3S05fizJl5aN78r7BYrMEOiSjgRFFETk4OJk2aBFmW0bVrVyxfvhydOnUKdmgUQphgEF1BXFx/xMU55hWwArDAai2DThcXzLCIAiY1NdVtJApRXbCJhMgHsmxBZOR72LVrBCyWy8EOh4hIsZhgEPmgvPwAdLo8FBevw/btw5hkEBF5wQSDyAdRUR1RWvoqNJo4XLq0Dtu3D4XFUhLssIiIFIcJBpGPrNb26NLlJ3uSsR7btjHJICKqigkGUR3ExPRCRsZyaLUNUVy8Adu23QKLpTjYYRERKQYTDKI6io11JBnxuHx5C0pLdwY7JCIixWCCQXQVYmJ6IiNjObp2/R5xcX2DHQ6Rz1avXg1BEHDx4sVgh0IqwwSD6CrFxPRAQsIQ53ZZ2T6YzReDFxCRD/r164fTp08jLo7zugTLuHHjIAgC3njjDbf9ixYtci4w50gE4+PjUVHhvsrzb7/9BkEQ3BajqylxbNWqFd5//32/P4+qmGAQ+VFp6R5s3ToA27bdzCSDQoJer0dKSorXlVKtViskSaq232Qy1enx6nqc2hkMBrz55psoKiqqsVxMTAwWLlzotu/LL79EixYtAhlenTDBIPIjWTZCli0oKfkN27bdBLO55j8WFEJkGTCVBufHhzUpBw0ahMcffxxPPvkk4uPjkZycjM8//xylpaW4//77ERMTg7S0NPz0008Aqn/TzcnJQcOGDbF48WJ07twZEREROHbsGFq1aoWpU6dizJgxiI2NxUMPPQQAWLBgAbp06YKIiAi0atUK7777rls83o6rT1JZmfcfo7H2ZavUHHgrVxdDhgxBSkoKpk2bVmO5sWPHYubMmc7t8vJyfPvttxg7dmydHjeQOFU4kR81aJCBzMyVyM+/ESUlvyM//yZkZORCp6v9UtmkUOYy4PWmwXns508B+uhaF//qq6/w7LPP4tdff8XcuXMxYcIELFy4ELfffjuef/55TJ8+HWPHjsW2bds8Hl9WVoY333wTX3zxBRo1aoSkpCQAwDvvvIOXX34Zr7zyCgBg8+bNGDVqFF599VWMHj0aGzduxCOPPIJGjRph3LhxzvNVPa6+7e3R0+t90QMHoMVnnzm39/W/DnJ5uceyUb17o+XXs53bB24cAquHGodOe3b7HKNGo8Hrr7+Oe++9F3/961/RvHlzj+Xuu+8+vP322zh27BhatGiBBQsWoFWrVujRo4fPjxlorMEg8rMGDdKRkbESOl0iLl/ejPz8ITCbLwQ7LAojGRkZePHFF9GuXTtMnjwZBoMBiYmJePDBB9GuXTu8/PLLOH/+PHbu9DzyyWw24+OPP0a/fv3QoUMHREVFAQAGDx6Mp59+Gm3btkXbtm3x3nvv4cYbb8RLL72E9u3bY9y4cXjsscfw9ttvu52v6nHk2e23347MzMwaE7GkpCQMHToUOTk5AICZM2di/PjxXss3b94cDRo0cPs5duyYv0P3iDUYRAHQoEE3ZGSsQn7+YFy+vAX5+UOQkbEcOl1CsEOjutJF2WoSgvXYPkhPT3fe1mg0aNSoEbp16+bcl5ycDAA4e/YsUlJSqh2v1+vdzuHQq1cvt+3du3fjD3/4g9u+/v374/3334fVaoVGo/F4XH3rsGWz9zvtMTq037Dee1nR/Tt52orlVxOWR2+++SYGDx6MSZMmeS0zfvx4PPHEE/jzn/+MTZs2Yf78+Vi3bp3HsuvWrUNMTIzbvkGDBvkzZK+YYBAFSIMGXZGZuQp5eYMhCDoIgubKB5FyCYJPzRTBpNPp3LYFQXDb5+jQKXvp2xEZGemx02d0dN2ef12P8xcxqvYJWqDK1taAAQOQlZWFyZMnuzUzuRo6dCgeeughZGdnY8SIEWjUqJHX87Vu3RoNGzZ026fV1s9HPxMMogCKju6C7t3XQqdLhlbLYYCkLp06daq2rPuGDRvQvn17Z+0F+e6NN95AZmYmOnTo4PF+rVaLMWPG4K233nJ21lUi9sEgCrCoqA7Q6Ro6twsKvoLJdC54ARH5ydNPP40VK1Zg6tSp2LdvH7766it89NFHNVbv05V169YNf/rTn/DBBx94LTN16lScPXsWWVlZ9RiZb5hgENWjkyc/xZ4945CfPxgm09lgh0N0VXr06IF58+bh22+/RdeuXfHyyy/jtdde81q1T7X32muveZx/xEGv1yMxMdHr/CVKIMjeGuFUqri4GHFxcbh06RJiY2ODHY7fmM1mLFmyBMOGDavW/kr+c7XXubR0D/Lzb4DJVIDo6K7IyFgBvT4pAJGGtmC/nysqKnD48GG0bt0aBoOh3h+/PkiShOLiYsTGxkIU+V0zUELxOtf0/vflMzQ0ni2RSkRHd0Rm5mro9U1QWroDeXmDYTKdCXZYRER+xwSDqJ5FRXWwJxlNUVa2E3l5N8BkKqzxmBEjRuCWW27xeN+6desgCAK2bdsGQRCQl5cHADhy5IjbNhFRfQpqgjFt2jT07t0bMTExSEpKwsiRI7F3794rHjd//nx07NgRBoMB3bp1w5IlS+ohWiL/iYpqb08ymqGsbBfy8m6A1ep9iuHs7Gzk5ubixIkT1e6bNWsWevXqpaomPyIKfUFNMNasWYNHH30U//vf/5Cbmwuz2Yybb74ZpaWlXo/ZuHEj7rnnHmRnZ2Pr1q0YOXIkRo4ciR07dtRj5ERXLyqqHTIzVyMiojlSUu6HRuN9TP3w4cPRuHFj5+x9DpcvX8b8+fORnZ0d4GiJiHwT1Hkwli5d6radk5ODpKQkbN68GQMGDPB4zD/+8Q/ccssteOaZZwDYhurk5ubio48+wqefflqtvNFohNFlMZvi4mIAtk5kZrPZX08lqIpP7Ud57utIvmTG0h2Z0IhayJBhlWRYJNv/VkmGDMeaSTKsEmCRJFgkGbIM6DQCtKIIrUaAAECSAUm23ScKgCgKEO2dla2SbYIeZxnYtmUZkGHbBwBaUUCEVoReI0KrEWGxSjBZZZitkks8tv8BQIBtAiBRsP0vABAFATLs55Yrn4PjWGd5+7GucYmC7fEjdBpEaEVYJRkmiwSjRYJVkqDTiPYfwf44lUQB0IoiRNH2PDSiCK0oQJasOFQM/HroHHQ6LTSCAIPO9hgGrQi9/fk6znulHt46XUtkZm6BVtvwiu/HP/3pT8jJycGzzz7rPO+3334Lq9WKO++807kKo+O97ThfKL7XXWMPBovFAlmWva4kqgaO/v2yLKv2OSpBKF5nq9UKWZZhsViq/Q768jupqIm2Ll26BABISPA+nfKmTZswceJEt31ZWVlYtGiRx/LTpk3DlClTqu3/+eefnfPrh7qyswdxz4nvIUuNcfdc1uQEnhbYueWKpQTIMGiASC1g0ADRWhmxeiBOD8TpZTSKABobZCQaAK2zLrEMkZGfoaJiLGTZ/fegTZs2OHjwIN566y3ntM/Tp0/HNddcgw0bNqCw0NaPY/369Th16lS17VCUm5sblMcVBAFNmjTBhQsXqk2zrDYlJSXBDiEshNJ1LisrQ1lZGVatWlUtKSrzYbVYxSQYkiThySefRP/+/dG1a1ev5QoKCpzz6DskJyejoKDAY/nJkye7JSTFxcVITU3FzTffrJo262Pb1wEnbB9SGc1iIYq2b84aUYBWtH07FwVbbYAg2GY81ooiNKKtjADAIsmwWCWYJVu27SyPytoMSZYhwHYOx3GeahzgrOmQYbRYYbLIsDhrDOw1JaIjFttx9ooVyLDVQFStiXDE5Chve5jK2g3JXl4jVsYjSTKM9hoLo8UKjUuNikYUYJFstSkmi+RWiyLbY5dkey2PVYYkybDKMixWGZdLS2GItCWnFvtzNJolVFhsNTMOMgSUW4FyK1zOXp0oAC0SotCvbQJuTHkJGtMaxMaeRNeuuYiIaOZW9ptvvsGePXvwt7/9DQcOHMCuXbuQm5uLgQMH4siRIwCA6667DpmZmdW2Q4nZbEZubi5uuummoA27LiwsRHFxMQwGA6KiohQ930BdyLKM0tJSREdHq+65KUmoXWdJklBaWopGjRohPT29WsyOVoDaUEyC8eijj2LHjh1Yv76GhWbqICIiAhEREdX263Q61cwX0TbJNgV1rF7Gdw9fq5rnpUSV8zNc7/E6W+1JiyOpKamwoKTCguJyM4rKTCgsrkBhsREFlypw9EIpjpwrw2WjBUfOl+HI+TL8HPkHPHfNL0jEAWzbfhN69ljtlmQ88MADePzxx/HJJ5/gX//6F9q2bYsbb7zRba0Jx3u76nYoCmbszZo1g0ajwblz6px1VZZllJeXe113hPwjFK+zKIpo1qwZ9Hp9tft8+X1URILx2GOP4YcffsDatWvRvHnzGsumpKQ4q34dCgsLPa4IGM5ksxlyDW1lgl4Pwb7gjWyxQDaZvJfV6SDY31Q+lbVaIbv0f6lWVquFYH8D+1RWkiBXVPilLLRaiI6ysgy5vLzGsnBZJEryUFUoANAD0Gs0iIsxIMleu24rW33BJ1mWcb7cim1nyrF2/1ms3huF6Run4KkeryIx6iDWr7kOfa9bg6ioFgCAUaNG4YknnsCcOXMwe/ZsTJgwIWT+aIUaRzNJUlJSyPVhqQ2z2Yy1a9diwIABIZuAhoJQvM56vd4vk4IFNcGQZRmPP/44Fi5ciNWrV6N169ZXPKZv375YsWIFnnzySee+3Nxc9O3bN4CRKpz980VwmZT10vc/4PTzz3s9pNn70xFrn1ehZPlynHzyKa9lm7z+Ohr+8XYAwOX163Hi4Qleyya/9CIS/vQnAEDZ75txbOxYr2WTnpmERvbRDxW7duHIXaO8lk189FE0fvwxAIDp4EEcGnGb17IJ48cj+VlbJ2DzqdM4OGSI17Lx996DlJdfBgBYi4qwv19/r2XjRo5E46mvAQDk8nLs7XOt17IxWVlo/o/3ndt7e/T0WjZ64AAM+ewzDOlsa/rblTkRwvx4APEAgD1tbkSTr39Ck0ZpaNCgAUaPHo3JkyejuLi4VlMyexr63aVLl5D5YxdsGo1GlQt3aTQaWCwWGAwGvhcCKJyvc1ATjEcffRRz5szBf//7X8TExDj7UcTFxSEyMhIAMGbMGDRr1gzTpk0DADzxxBMYOHAg3n33Xdx666349ttv8fvvv+Of//xn0J5H0NmXARcQGj2UqWZVR7REHtLit1/uxIihWyEIArKzs/Hll19i2LBhaNq06RXPd/fdd1fbd/z48SvWFhIRXY2gJhiffPIJAGDQoEFu+2fNmuX8Znbs2DG3qpp+/fphzpw5ePHFF/H888+jXbt2WLRoUY0dQ1VPtCcYcmWCETdiOGJv8b7KnuDSthYzZAg6bNnsvaxL1t3guutqXTaqV8+ay2or336Gzp1rXVbftm2ty+qaNqmxLFzKauLjr1jW0V9TiIysuWyVb7y+lG2/wdYPSSovx/7+1wEAZm3/C269BdAItlo8T0sItWrVym1/1W0iovoU9CaSK1m9enW1fXfddRfuuuuuAEQUogTHB5QM2WJByYYNAGzJgOuHrdfDtdpalfO5rEYDoZZDgX0qK4qBKSsIVyxrtbfFC4IA0YdhzldbdtfZZPx6+AL6tm0EWbZCENRXZU9E6sK1SNRAdn6vhmwy4cTDE3Di4Qk1dsakECCKiOrdG6dbdYIsiPh+2ykUFa3Eb791Q3n5kWBHR0RUIyYYaiDZEgyZ32pVRTQY0PLr2dB/+E+YNDos3X4SBw48jbKy3cjLG4Ty8sPBDpGIyCsmGGrgTDD4cqrRtW0SkNhAjwtlVlyO+gqRke1hNB61JxmHgh0eEZFH/ERSBdnlX1IbrUbErd2aAAC+3yEhM3MVIiM7wGg8Zk8yDgY5QiKi6phgqIF9oiVOt6QuUlkZ9vXth319++G2jrY5MZbtLIAsJiMzcxWiojrCaDzOJIOIFIkJhho4mkZkzoOhNtaiIliLipDRrCGaNYxEqcmKVXvOICKiCTIyViEqqhOMxhM4fnx6sEMlInLDBEMN7AmGwEYS1RJFAcMzbM0ki/NtK6NGRKQgM3MVUlMnIS2NCQYRKYsi1iIh/xF0OiS/9KLzNqnHiPSm+GzNIazYcwYVZisMOg30+mS0bfu2s4wsSzCZChARceUZPomIAokJhsoIOp1zLRBSly5NYwEAJouEy0YLDDr3YcmyLGHfvgk4f/57ex+NDsEIk4gIAJtIiEKGIAjQaWxdec3W6v1trNYSFBdvgsl0Gnl5g1Bauqe+QyQicmKCoQYuU67LVitKf/kVpb/8CtlqreEgCkU6je1X1mSpnmBotXHIyFiB6OhuMJkKkJ9/A0pLd9d3iEREAJhgqIN99IgMAbLRiGNjx+LY2LGQjcYgB0ZXRRRh6NoVhq5dAfuCf44Ew1MNBgDo9Y2RkbES0dHpMJkKkJd3A0pLd9VbyEREDkwwVMFRg8GZMNRENBjQ+rv5aP3dfIgGAwBAr3XUYHgfMaTXJyIzcyWiozNgNhfak4yd9RIzEZEDEww1cOYXTDDUTu9oIvFSg+Gg0zVCZuYKNGiQCYvlAsrLD9RHeEREThxFQhRCaurkWa2srhEyMlagpOQ3JCRkBTo0IiI3rMFQA0fFhcyJttREKi/HgcE34sDgGyGVlwOobCIxe+jk6YlOl+CWXFRUHMXly9v9HywRURWswVAFx1okTDBURZZhPnXKeRuo7ORprEUNRlUVFceRl3cDLJZie/NJht9CJSKqijUYauDse8EEQ+2co0hqWYPhSqOJgU6XCIvlPPLybkRJSZ6foyMiqsQEQw2cw1RFCDodkp6ZhKRnJkHQsoJKbZxNJFbfk0mdriHS039GTMw1sFjOIz//RpSUbPV3iEREAJhgqIO9+lwWBAg6HRplZ6NRdjYEvT7IgZG/VY4iqdskajpdQ2Rk/IyYmD6wWC7Yk4wt/gyRiAgAEwx1cC7TzpdT7ZyjSGqYB+NKbDN+/ozY2GthsRTZk4w8P0VIRGTDTySVka1WlG/fjvLt2zlVuAo5J9qqQydPV1ptLNLTlyE2ti/0+qZcfZWI/I6N9KpQ2clTNhpx5K5RAIAOWzZDiIoKXlh0dQQB+rS2zttAzWuR+MqRZEhSGfT6pKs+HxGRKyYYasBRJKokRkai7Q8/uO3TX2EtEl9ptTEAYpzbBQWzERXVEbGx1/jl/EQUvthEogqCy7+kZpWjSPyTYLg6d+4H7NkzDvn5N6G4+Be/n5+IwgsTDDWwr7QpyP7/0CFlcTaR1GGY6pU0bDgIcXHXw2otRn7+zbh06X9+fwwiCh9MMNRA0Nj+Y4KhKlJ5OQ4OH46Dw4c7pwr3Zx+MqrTaBkhPX4K4uIGwWouxbdvNuHRpk98fh4jCAxMMNRA19htMMFRFlmE6cBCmAwedc50EsokEADSaaKSn/4iGDQfBai2xJxkbA/JYRKRuTDBUgWuRhAu9D6up1pVGE41u3X5Ew4aDYbVexrZtWSgvPxywxyMideIoEjWQLLb/BC00Oh0SH30UADhVuAoFsonElUYThW7dvsf27bchJqYnDIZWAX08IlIffgKpgWQGULkWSePHHwtyQBQo/ppoqzY0miikpy+BIOggCByjRES+YROJGki2GTtlQXOFghTqnKupBmAUiSeiqHcmF1ZrOXbs+CMuXlxTL49NRKGNCYbKyJIE4/79MO7fD1lip0+10TlqMCz1Pw38sWNv4Ny5hdi372FI9mY5IiJv2ESiBoIjT5QhV1Tg0IjbAHCq8JAnCNA1beq8Dbh28qz/Dr0tWkyG0XgcLVu+AFHknw4iqhn/SqgCR5GokRgZibSVK9z2BXqYak00GgM6dpxZ749LRKGJTSRq4FyKhAmG2jn6YBgDPIqEiOhqMcFQE/b0Vz2dnxc7IyIKFCYYasCKC1WSKipw+M67cPjOuyBVVAAIbhMJEZEv2AeDSKkkCRU7djhvA5XLtQd6oi0ioqvFGgyiEFLf82AQEdUVazBURtDpkDB+vO02pwpXHedMnqzBICKF4yeQygg6HZKffSbYYVCA6OphsTMiIn9gE4macJiq6jn7YDDBICKFYw2GGriMTpUlCaYTJwEAuqZNIIjMIdXEOYqETSREpHBMMFRGrqjAoSFDAHCqcDXQxMe7bbOTJxGFCiYYqsIPHTURo6LQftNGt306lyYSWZa5jDoRKRbrz1WFHzZq52giAViLQUTKxgSDKIQ4OnkCHElCRMrGBINIoaSKChy9bwyO3jfGOVW4Y5gqwLkwiEjZ2AdDDVhTrk6ShLLffnPeBgCtRoQoAJLMGgwiUjbWYKgJO/yFBR3nwiCiEMAaDJURtFrE33uPbYNThauSXiPCaJHYREJEisZPIJUR9HqkvPxysMOgANJrRcDIUSREpGxsIlEFftCEk8rJtliDQUTKxRoMFZEByLIMy4ULAGyzQHIiJvXRaW2vqZFNJESkYEwwVEYuL8f+fv0BcKpwNRAiI6vt07MGg4hCABMMIoUSo6LQceuWavvZREJEoYB9MIhCjGO6cI4iISIlY4JBFGLYREJEoYAJhiqwI6caSUYjjv3lLzj2l79AMhqd+ysn2uLoISJSLvbBUBGmGSpjtaJ0zVrnbQedvYnEzCYSIlIw1mCoATOLsKK3L3jGqcKJSMlYg6EmsgxBq0XcyJG2bU4VrkqOTp7sg0FESsZPIFWRIej1aPrGtGAHQgHk7IPBJhIiUjA2kagC20jCCVdTJaJQwBoMlZFlGVJZGQDbLJCcKlx9nE0kFo4iISLlYg2Gysjl5djboyf29ugJubw82OFQAHAeDCIKBazBIFIoMSoKnfbsrrZfx1EkRBQCWINBFGI4VTgRhQImGGpg72fB3hbhgYudEVEoYIKhCo7Ugp3+1EQyGnHiiSdx4oknPU8VzhoMIlIwJhiq4EgsWIehKlYrSpYtQ8myZW5ThUdwoi0iCgFMMNRAtiUYrL8ID5VNJHzFiUi5OIpEFewfNIIIaDSIycqybWs0wQuJAsaRYBjZREJECsYEQw3kyv/EiAg0/8f7wYyGAoxrkRBRKGATiYqwB0Z4cMyDwQSDiJSMCYYaOAeRsE0+HHAmTyIKBUwwVKFymKpUVobdHTthd8dOzjVJSF040RYRhYKgJhhr167FiBEj0LRpUwiCgEWLFtVYfvXq1RAEodpPQUFB/QSsVJxoS5WEyEh02LIZHbZshhAZ6dxfuZoqa6yISLmCmmCUlpYiIyMDM2bM8Om4vXv34vTp086fpKSkAEUYKjjRlhoJggAxKgpiVJTbqricyZOIQkFQR5EMHToUQ4cO9fm4pKQkNGzY0P8BhSpHDQb7YIQFNpEQUSgIyWGqmZmZMBqN6Nq1K1599VX079/fa1mj0QijyzTLxcXFAACz2Qyz2RzwWOuFxQodAECG2WJx7jabzRDV8hwVwvGeqY/3jmwy4cyU1wAASa+8DEGvBwCIsi2xMFms6nkPV1Gf1zlc8RrXD7VdZ1+eR0glGE2aNMGnn36KXr16wWg04osvvsCgQYPwyy+/oEePHh6PmTZtGqZMmVJt/88//4yoqKhAh1wvYsuO4Qb77ZUrV6Kd/fayn3+GbP9QIv/Kzc0N+GMIJhPaLV4MANjSu5fztTxVCgBaXC6vwJIlSwIeRzDVx3UOd7zG9UMt17nMh8EDgiwro15dEAQsXLgQI0eO9Om4gQMHokWLFvj666893u+pBiM1NRXnzp1DbGzs1YSsHIU7oPtiECq0cbBM2Irj/a8DALT55X8QVZJEKYXZbEZubi5uuukm6HS6gD6WVFaGQ32uBeD+Wh4+V4qb/7EBMQYttrwwOKAxBEt9XudwxWtcP9R2nYuLi5GYmIhLly5d8TM0pGowPLnmmmuwfv16r/dHREQgIiKi2n6dTqeKFxsAoK18GXUREYgeOMB222CAqJbnqDD18f6RXM6v0+mcr2VkhK0mw2yV1PMe9kJVv6cKxWtcP9RynX15DiGfYOTl5aFJkybBDkMxxIgItPjss2CHQQFUOVW4IiofiYg8CmqCcfnyZRw4cMC5ffjwYeTl5SEhIQEtWrTA5MmTcfLkScyePRsA8P7776N169bo0qULKioq8MUXX2DlypX4+eefg/UUlEGyLeUtC5w3LRw4ZvK0SjKskgyNyBlQiEh5gppg/P7777jhhhuc2xMnTgQAjB07Fjk5OTh9+jSOHTvmvN9kMuHpp5/GyZMnERUVhfT0dCxfvtztHGHJPqpA5sSsYUGnrXydzVYJGpGr5hKR8gQ1wRg0aBBq6mOak5Pjtv3ss8/i2WefDXBUIciRYAgCpLIy7BlkS7jab1jPTp4q5FjsDABMVgkGHRMMIlKekO+DQa5sHzxyeXmQ4yB/ECIj0W7jBudtB51YWYPBybaISKmYYKgKO/2piSAI0CYkVNsvigJ0GgFmq8zpwolIsdhoTxSCnOuRWJhUEpEysQZDFbgWiRpJJhPOvPEGACDpuecguszKakswrDBZrUGKjoioZqzBUAPncu1MMFTFYkHRnH+jaM6/AZc1ZgDXBc/4mhORMjHBUAPnMEV+2IQLPZdsJyKFYxOJGtgn2BJkCRBFRPXubdsvMn9UK8dQVSYYRKRUTDBURjQY0PLr2cEOgwKssomECQYRKRO/4qoBpwoPO45RJCbWYBCRQvETSQ2cU4VzTYpw4RymygXPiEihmGCogXN4qm2q8H19+2Ff336QysqCGhYFDptIiEjp2AdDRWT7cFVrUVGQIyF/EAwGtF2+3HnbFUeREJHSMcEgUihBFKFv3szjfY5RJOyDQURKxSYSohDEJhIiUjrWYKgIu3iqi2wy4cz7/wAAJD35BIRqU4WziYSIlIs1GGpg73sBrkWiKrLFggszZ+LCzJmQq04VzgSDiBSOCYYaOGby5FThYYNNJESkdGwiUYMqU4Ubuna17edU4apVOdEWk0oiUiYmGKpg+5CRBQEagwGtv5sf5Hgo0NgHg4iUjl9x1YB9L8IOm0iISOmYYKhC5UyeFB70XE2ViBSOCYaKyACk8nIcGHwjDgy+EVJ5ebBDogBhEwkRKR37YKiNLMN86pTzNoUuwWBAm+8XO2+7qmwi4WtMRMrEBINIoQRRRES7dh7v43LtRKR0bCJRA9ZUhB2dvQbDzE6eRKRQrMFQBXbyVCPZZMK5z/4JAEj8y0NuU4VHsA8GESkcEww1cOYXTDDURLZYcG7GDABAo+zx7muRaLmaKhEpG5tI1EC2fciwoSR8OPtgsImEiBSKNRiqIgCCAH1aW/smazTUisNUiUjpmGCogTORkCFGRqLtDz8ENRwKPOcwVSYYRKRQbCJRA3uCIXA0SdhwLtfOeTCISKGYYKgBl2sPO2wiISKlY4KhBvaaC8dU4QeHD8fB4cM5VbiKOZpIjOzkSUQKxT4YquAyD4Ysw3TgoH03azRCmRARgVbz5zlvu9JxsTMiUjgmGGpgzyNkjhpRFUGjQWS3bh7v07OJhIgUjk0kqsCZPMNN5WJnTDCISJlYg6EKlcNUST1kkwkXvv4aAJBw333uM3k6azD4mhORMjHBUAN7fsFhquoiWyw48/Y7AID4e+7xmGCYrBJkWYbA5jEiUhg2kaiCfR4M1mCEDUcTCQBYJL7uRKQ8rMFQA5eZPCEI0DVtWmU/qY2jkydg64eh0/C7AhEpCxMMNXBMtCXbpgpPW7kiyAFRoDmGqQIcSUJEysSvParATp7hRqsRIdpfdq5HQkRKxARDDdgUEpa4ZDsRKRkTDFWoTDCkigocvvMuHL7zLkgVFUGMiQJNz6GqRKRg7IOhBq6dPCUJFTt22DYlfrMNZUJEBFp89ZXzdlV6rQgY2QeDiJSJCQaRQgkaDaL7XOP1fjaREJGSsYmEKETptLaaK3byJCIlYg2GGkhW+w3mi2oim80ommdbTTV+1CgIOp3b/c4+GKzBICIFYoKhBpLF9p8gQhPkUMh/ZLMZhVP/DgBoePvt1RIM1+nCiYiUhl951cBegyELfDnDiWO6cHbyJCIlYg2Gqtja5DXx8UGOg+qD3tnJk8NUiUh5mGCojBgVhfabNgY7DKoHbCIhIiVjnTpRiNJp2cmTiJSLCYaqsKo8nFTO5MkEg4iUhwmGGmhsLV2ibIVUUYGj943B0fvGcKpwldNzHgwiUjD2wVAD0TZ8UZCtgCSh7LffbPs5VXhIE/R6NP/0E+ftqjiTJxEpGRMMNdDYPnxE2cJGEhURtFrEDBrk9X4dFzsjIgXzOcGQJAlr1qzBunXrcPToUZSVlaFx48bo3r07hgwZgtTU1EDESbXCZdvDCefBICIlq3UfjPLycvz9739Hamoqhg0bhp9++gkXL16ERqPBgQMH8Morr6B169YYNmwY/ve//wUyZqrKPpMnJ9pSF9lsxsX/LMTF/yyEbDZXu1/PJhIiUrBa12C0b98effv2xeeff46bbroJuirTFgPA0aNHMWfOHNx999144YUX8OCDD/o1WPLCkWBAwzoMFZHNZpx+/nkAQOwtWR6mCre92qzBICIlqnWC8fPPP6NTp041lmnZsiUmT56MSZMm4dixY1cdHNWSSw0GE4zw4Wgi4SgSIlKiWtepd+rUCTt27KhVWZ1Oh7Zt29Y5KKobR1c/ITISQmRkUGOhwOMoEiJSMp8a7dPT09GnTx98/vnnKCkpCVRMdBXEqCh03LoFHbdugRgVFexwKIB0nGiLiBTMpwRjzZo16NKlC55++mk0adIEY8eOxbp16wIVG9WWwIaRcBSh5TBVIlIunxKM66+/HjNnzsTp06fx4Ycf4siRIxg4cCDat2+PN998EwUFBYGKk2ok2P/lB004YRMJESlZncY1RkdH4/7778eaNWuwb98+3HXXXZgxYwZatGiB2267zd8x0pXYh6cKsgzJaMSxv/wFx/7yF0hGY5ADo0DSchQJESnYVc/kmZaWhueff945guTHH3/0R1zkC1FjvyEDVitK16y1bVqtQQuJrp6g16PZ+9Odt6vSibbE0iKx5oqIlOeqEoy1a9di5syZWLBgAURRxKhRo5Cdne2v2Ki2HDUY4DdZNRG0WsTecovX+1mDQURK5nOCcerUKeTk5CAnJwcHDhxAv3798MEHH2DUqFGIjo4ORIx0JbLtA0YG58EIJ1p7HwwLO3kSkQL5lGAMHToUy5cvR2JiIsaMGYPx48ejQ4cOgYqNaosTbamSbLGgZPlyAEDMkCEQtO6/rjrR9mpbuGouESmQTwmGTqfDd999h+HDh0Oj0Vz5AKofkq2vhcz0QlVkkwknn3wKANBhy+ZqCYaWq6kSkYL5lGAsXrw4UHHQ1ZDtHzBc7CysOPpgsAaDiJSo1p9IDz/8ME6cOFGrsnPnzsU333xT56Cobvg9Nrw4R5GwBoOIFKjWNRiNGzdGly5d0L9/f4wYMQK9evVC06ZNYTAYUFRUhF27dmH9+vX49ttv0bRpU/zzn/8MZNzkhRgVhU57dgc7DKoHHEVCREpW6wRj6tSpeOyxx/DFF1/g448/xq5du9zuj4mJwZAhQ/DPf/4Tt9QwtI6I/EPnbCJhDQYRKY9PfTCSk5Pxwgsv4IUXXkBRURGOHTuG8vJyJCYmom3bthC4JkZQ8eqHFy2bSIhIweo80VZ8fDzi4+P9GQvVlSOzsE8VfmLSMwCApm+9CTEiInhxUUBpRDaREJFyXfVU4aQELoudWa0oWbbMtnva60GMia6WoNOhyeuvO29X5VjsjE0kRKREQR3XuHbtWowYMQJNmzaFIAhYtGjRFY9ZvXo1evTogYiICKSlpSEnJyfgcSqes2mKHzRqIuh0aPjH29Hwj7d7TDDYyZOIlCyoCUZpaSkyMjIwY8aMWpU/fPgwbr31Vtxwww3Iy8vDk08+iQceeADLHN/Yw5VzqnD2wggnHKZKREoW1CaSoUOHYujQobUu/+mnn6J169Z49913AQCdOnXC+vXrMX36dGRlZQUqTOVzfL5woi1VkS0WXF6/HgDQ4LrrPMzkyYm2iEi56pRgDB48GP/5z3/QsGFDt/3FxcUYOXIkVq5c6Y/Yqtm0aROGDBniti8rKwtPPvmk12OMRiOMRqNbjABgNpthNpsDEmd9EywmaGHLM8wWi3O/2WyGqJLnqBSO90x9vHeksjKceHgCAKDNL/+DGBVVpYBtinizVYbJZFLVKK76vM7hite4fqjtOvvyPOqUYKxevRomk6na/oqKCqxbt64up6yVgoICJCcnu+1LTk5GcXExysvLERkZWe2YadOmYcqUKdX2//zzz4iq+gc7RMWXHsAAAICAlStXop19/7Kff4as1wcvMBXLzc0N+GMIJlONr2WpGXD8Cv+w5Cdo1JNfONXHdQ53vMb1Qy3XuaysrNZlfUowtm3b5ry9a9cuFBQUOLetViuWLl2KZs2a+XLKgJs8eTImTpzo3C4uLkZqaipuvvlmxMbGBjEy/xFObgb2AYCMwYMH4/hLLwMAsm6+ufq3XroqZrMZubm5uOmmm6Dz0PHSn6SyMhyq4bUsqbDg+d9ttYU33ZwFg049CxDW53UOV7zG9UNt19nRClAbPiUYmZmZEAQBgiBg8ODB1e6PjIzEhx9+6MspfZKSkoLCwkK3fYWFhYiNjfVYewEAERERiPAwF4ROp1PFiw0A0NqehwBAFxODDls227YjI1VVba4k9fH+kVzOr9PpIFZ5vCjXPtqiRj3vZxeq+j1VKF7j+qGW6+zLc/ApwTh8+DBkWUabNm3w66+/onHjxs779Ho9kpKSArqMe9++fbFkyRK3fbm5uejbt2/AHjMkuEy0JQgCay3ChFasTB6tnAuDiBTGpwSjZcuWAADJT73WL1++jAMHDji3Dx8+jLy8PCQkJKBFixaYPHkyTp48idmzZwOwrej60Ucf4dlnn8X48eOxcuVKzJs3Dz/++KNf4glZ9tEjAufBCCsalwTDzKGqRKQwderk6fjA92bMmDG1Os/vv/+OG264wbnt6CsxduxY5OTk4PTp0zh27Jjz/tatW+PHH3/EU089hX/84x9o3rw5vvjii/Aeogq4DE+VIZtMOGVvt095bQpEdvJULUEQoNMIMFtlDlUlIsWpU4LxxBNPuG2bzWaUlZVBr9cjKiqq1gnGoEGDIMvev3l5mqVz0KBB2Lp1q0/xqp6jBkOWIFssuGSfETXl5ZcAJhghS9DpkPzSi87bnmhFEWarlZNtEZHi1CnBKCoqqrZv//79mDBhAp555pmrDop8xY6caiTodEj4059qLKPVCICZ04UTkfL4berHdu3a4Y033qhWu0H1QLZNuCRzJs+wwwXPiEip/DpVuFarxalTp/x5ypAi20dx1P8DO769siZDTWSrFWW/24YcR/XqCcHDCC0tl2wnIoWqU4KxePFit21ZlnH69Gl89NFH6N+/v18CCzUnT36MoqJcdO48F6JYz/0euNiZKslGI46NHQsA6LBlMwQPw4+dNRjsg0FEClOnBGPkyJFu24IgoHHjxhg8eLBzIbJwYjSexMGDT0OSKrBz553o0mU+RLH65F4Bw2GqYYsLnhGRUtUpwfDXPBhqERHRDF27/hc7dvwB589/b08yvqu/JEO0vYyCzNcl3FQ2kTC5JCJluepegbIs1zjUNFwkJNyMrl2/hygacP78D9ix4w5IkvHKB/qDI8GAFUJkJNpt3IB2GzdA8DJ9OqkHm0iISKnqnGDMnj0b3bp1Q2RkJCIjI5Geno6vv/7an7GFnISEIejW7QeIYiQuXPgRO3b8EVZrReAf2GUeDEEQoE1IgDYhgeuQhAFHE4mZtYpEpDB1SjDee+89TJgwAcOGDcO8efMwb9483HLLLXj44Ycxffp0f8cYUuLjb3RJMpbg3Ln/1MOjMpEIV1qRNRhEpEx16oPx4Ycf4pNPPnGbsfO2225Dly5d8Oqrr+Kpp57yW4ChKD5+MLp1W4Li4o1ITr63Xh9bNplQMG0aACDpuec4VbjK6RydPDlMlYgUpk4JxunTp9GvX79q+/v164fTp09fdVBqEB8/CPHxg5zbFstlCIIGGk0g+0XIkC0WFM35NwAgadIkThUewgStFknPTHLe9sRRg2HmRFtEpDB1aiJJS0vDvHnzqu2fO3cu2rVrd9VBqY3VWort22/Fjh23wWot8/8DsK+FKgl6PRplZ6NRdjYEL4miljUYRKRQdarBmDJlCkaPHo21a9c6J9basGEDVqxY4THxCHdlZXtQUrIZklSK7dtvQ7dui6HRVJ80ichXHEVCRErlUw3Gjh07AAB33HEHfvnlFyQmJmLRokVYtGgREhMT8euvv+L2228PSKChLCamJ9LTf4IoRuPixRXYvn2En2syWIOhRrLVivLt21G+fTtkq9VjGec8GBxFQkQK41MNRnp6Onr37o0HHngAd999N/71r38FKi7VadjweqSnL8X27UNx8eJKbN8+HN26fQ+NJtpvjyEAnMtTRWSjEUfuGgWAU4UTUejxqQZjzZo16NKlC55++mk0adIE48aNw7p16wIVm+o0bHgd0tOXQaOJwcWLq7B9+3BYraVXf2L2wQhbznkw2AeDiBTGpwTj+uuvx8yZM3H69Gl8+OGHOHz4MAYOHIj27dvjzTffREFBQaDiVI24uH7OJOPy5W2oqDgW7JAohDnnweAoEiJSmDqNIomOjsb999+PNWvWYN++fbjrrrswY8YMtGjRArfddpu/Y1SduLi+SE//GRkZKxAd3cl/J5ZlCAYD2i5fjrbLl0MwGPx3blIkzoNB4e7cuf/i3Lkfgh0GeVCnUSSu0tLS8Pzzz6Nly5aYPHkyfvzxR3/EpXpxcde6bZeUbEZkZAdotQ18P5moAWBbiwSiCF3zZv4IkUJAZRMJazAo/Fy69D/s3HkXAKBLl/8gMXF4kCMiV1e12NnatWsxbtw4pKSk4JlnnsEf//hHbNiwwV+xhY1LlzYgL28Qtm8fCoulxPcTaGxzJIiS55EGpF6VTSSswaDwExPTE4mJIyHLZuzc+UecO/d9sEMiFz4nGKdOncLrr7+O9u3bY9CgQThw4AA++OADnDp1Cp9//jmuvfbaK5+E3AiCHoAGly6tx7Ztt8BiKfbtBI4EA1bIJiMK33obhW+9Ddlk8n+wpCiVTSSswaDwI4o6dOo0B40bj7InGXfg3Ln/BjsssvOpiWTo0KFYvnw5EhMTMWbMGIwfPx4dOnQIVGxhIza2NzIylmPbtptQXLwR27bdgvT0pdBqY2t3Ak3lLI9yRSkuzJwJAGj82KNeZ4Ak5RO0WiQ++qjztida+zBVNpFQuBJFLTp1+gaCIOLMmW+xc+ed6Nx5Pho3Hhns0MKeTwmGTqfDd999h+HDh0Oj0QQqprAUG9sLGRnLkZ9/E4qLN2Hbtix7khF35YNFl5dRZjOJWgh6PRo//liNZXT2ibbYRELhTBS16NjxawACzpz5N3btugvdu29CbGyvYIcW1nxKMBYvXhyoOAi29kRbkjEExcX/Q37+zcjI+PnKSYZGV3mb/TDCCmswiGxsScZsAAJE0YCYmB7BDinsXfUoEvKvmJgeyMhYgfz8IdDrkyCKtRhqKrjUJkmWwAVH9UqWJJgOHgQA6Nu2hSBW7zLFxc6IKtmaS2xJhiBc1RgG8gMmGAoUE9MdPXpshMHQCqIYceUDRBGyRg/BagLMFYEPkOqFXFGBQyNs88p4nSqcE20RuRFcvnBJkgV79oxDYuJtSEoaFcSowhNTPIWKiurgTC5kWcbx49NhNhd5P8DQ0PZ/xaXAB0eKwanCibwrKPgSZ858g1277sWZM3ODHU7YYYIRAo4ceRUHD05Efv4QmM0XPBcy2EacCEYmGOHEsZoqh6kSVdekyQNITh4LwIpdu+5FYeG3wQ4prDDBCAGNG98Fna4xLl/e4jXJkO01GIK1FG2+X4w23y/mVOFhwNHJk6NIiKoTBA06dvwSKSn3A5Cwe/efUFg4J9hhhQ0mGCGgQYOuyMxcBZ0uCZcvb0V+/o0wm8+7F4pKBACI5ecQ0a4dItq189gpkNTFUYPBUSREngmCBh06fIGUlGzYkoz7UFj4TbDDCgv8BAoR0dFd7ElGMi5fzrPXZFQmGXKDZNuNy4VBipCCQccaDKIrEgQRHTr8E02aPABAwt69f4HJdCbYYakeE4wQEh3duUqScTMkx7BUe4IhXyrA2Q8/wtkPP+JU4WGAi50R1Y4giGjf/jM0a/Y4unZdCL0+KdghqR6HqYaY6OhOyMxcjfz8IUhNfRqifRZPOS7VVuDsfpybsRIA0Ch7PKcKD2GCVouE8eOdtz1xLnbGUSREVyQIItq1+8Btn9VaCo0mOkgRqRsTjBAUHd0RffrsdfulkJvZpsQVCvIBJAQpMvInQa9H8rPP1FjGudgZ58Eg8llp6R7k59+I1q3/D02ajAt2OKrDJpIQ5ZpcGI2nsPvsZFw2REKwGIMYFdU3ThVOVHeFhf+CyXQKe/eOx+nTM4MdjuowwVCB3bvvw4ULi7EtowQmLavK1UKWJJhOnITpxEnIXjpxOhc7YxMJkc9at56Kpk0fBSBj795snD79ZbBDUhUmGCrQvv2n0OubwRRZhm3pZcEOh/xErqjAwSFDcHDIEMgVnqeAr5wHgzUYRL4SBAHt2n2IZs0eBwDs3fsATp36PMhRqQf7YKhAVFQ7dO2ai99/vx5l0RcQY98vlZd7PkCjgRhRucaJVFZDUiKKEF0m7PKpbHk5IHv54BMEiJGRdStbUQHUMCxTdFmzw6eyRiNg9b4abdWyktnstawQGQlBsNUuSCYTYPG+CJ23sl5fPxfOxc44TJWoTgRBQFraPwCIOHnyH9i37yEAMpo2fSjYoYU8JhgqERmZhtLSvyPR8JJz3/7+13ksGz1wAFp89plze1//6yB7+TCL6t0bLb+e7dw+cOMQWIs8r4li6NoVrb+b79w+dOtwmE+d8lhWn9YWbX/4wbl9+K67YDpw0GNZXdOmSFu5wrl99M/3oWLHDo9lNfHxaL9po3P7+IMPoey33zyWFSIj0XHrFuf2ib/+FaVr1nosCwCd9ux23i6c/DxKc3O9lnVdnKzg5VdwadEir2XbbdwAbYKtY+6ZN95A0Zx/ey1blXOxM/bBIKozW5IxHYIg4MSJ93H69EykpIx3jtKjumETiYpIUhN07bMOFz88EuxQyI8ie/SA4FKD44rzYBD5hyAIaNv2PaSlvY/09KVMLvyAV1BlDJFtkdljLfa980e031qKCKO96jypM3Dto0CnEYDefQn49hvWez9hlenG01Ysr3XZNj/+UGOzh6vW8+fXumzLf31dY7OHq9TP/1nrss0/+KDGJhJXydNeh+7NN7ze75oQpLw2BSkvv1SrsknPPYekSZOq3S9UuQYOOjaREPmNIAho3vwJt32XL+ejQYOMIEUU2phgBNGIESNgNpuxdOnSavetW7cOAwYMQH5+PjIyMrB161ZkZmbiyJEjaN26tXPb1QsvvIAVK1bggw8+QMbw48CAU8CmGcDmHEhFOyAueQTY+CbQ73Ggy+2ARg9odBAj9ICoqfZB7olrP4QrlvXyrfuqy/qwiJtPZSMirlzIpayo09WurF4P1HLCM1/KAq4TbbEGg8jfjh+fjoMHJyIt7QM0b/54sMMJOUwwgig7Oxt33HEHTpw4gebNm7vdN2vWLPTq1QuxsbF1f4DYpkDW/6Gwc2scOfg8MrYaYLh4FFgyyfZTlagDNDr7/1qXbY3Lba1LmarbWtt2teOrbmsr//d6n4dtUetD2dolTKGusomENRhE/mY229YrOXDgrwBkNG/+1+AGFGKYYATR8OHD0bhxY+Tk5ODFF1907r98+TLmz5+Pt99++6ofQ5KMOHLqTZTjLPL6tkEmnofhlzlA0REPhc22H7UQvSUjVfbXdF+V/aKgQdcTxyGu+BXQRdQumfJ6/poSOQ/n8ZAw6ThMlShgWrd+HYCAY8em4cCBJyDLElJTnwx2WCGDCUYQabVajBkzBjk5OXjhhRec7ezz58+H1WrFPffcgyIvIzZqSxQjkJGxAnl5g1BRcQh5hn8i86GVMOib2RMKC2B1/d8MWC32/z1tW2u4z/Uc9m2P56/p8Sw131d1v2MfPHzAOs5lufJwz9rSAGgLAGeX+e2ctSZWT0YSRS3W6s0wQwt5xmsQvCUw1Wp/akimfK0pqrFGq+rjuewLgxomCm2CIKB16/+DLcl4HQcPPgVARmrqU16P8XfTdyhjghFk48ePx9tvv401a9Zg0KBBAGzNI3fccQfi4uK8Jhj9+vWDWKVTZXl5OQYPHlytrMHQApmZq5GXd4Mtyci/AZmZq2AwtPT78wkayeqHBObKZa1mIw7t34M2rVtAI0seHq/qMXWMpZYJkwZAC8fb4Ozp+rjS/iNovCY7WlGLG8oqoD35FqCtTQLjrabI1s/I9r8e0Oorb2t0gCbCvcwV74+wJVUUNmxJxt8hCCKOHv07Dh6cCFuSMdFj+YA3fYcQJhhB1rFjR/Tr1w8zZ87EoEGDcODAAaxbtw6vvfZajcfNnTsXnTp1cm6bzWb84Q9/8FrePck4iLy8QcjIWIXIyFb+eirBJWrsf/hr36mzLiSzGbvKlqDVkGHQ1LKTZ90eyEPC5KE2qMJYgXs/XQ8trJg9rjsMolxDAuOPmqOakqkakjVPCZNsBSxWANVnKRUAxAJAxcnAXeO6EkSXJERfyyTmau/39hiOfVXOoeGfdn8SBAGtWr0GQMDRo1Mhy96bkuuj6TtU8F2oANnZ2Xj88ccxY8YMzJo1C23btsXAgQNrPCY1NRVpaWnObbPZDP0VRh8YDKn2pd5vQHn5ARQWfo1WrbwPn6QgqmXCJFokbJFtHdGMLQbAEBnApOdqSFafEhiLqRy/bNqIPr16QCvItUh2zF5qsUz2H7P7/xajyz5T9XKu91ftlyRLgKXC9qNUbkmQ5yRGI+rQ72IJNP+eZauZqZowaT0kNjXe7y1R8nR87UeuKYWtJuM1xMffjIYNPU9iCFRv+nZYsGCB35q+QwUTDAUYNWoUnnjiCcyZMwezZ8/GhAkTvM57cLUMhubIzFyNgoIctGjxfEAeg+qPYx4MQOELnjkSJm3thgLLZjPO7bgIue1gIJA1RbUKRrYnG1WSEkvVxMR4hSSmtueocoylynmrJkQWY52SIBFAYwC4vNtrmcAS6pDEeKg10romNl6atbwlOc7HqH0S5JpcWCzFOHduEVJSxriVcW367t+/PwDgq6++umLTt9owwVCABg0aYPTo0Zg8eTKKi4sxbty4gD5eREQztGxZmVlLkhEm01kYDM1rOIqUSBAEaEQBVknmSJJAEQTbt3Ft7ecnqXfOJKgWNTL2H4uxHFs3/4Lu6V2hlS1VkpjaJExVa4dcEybHvirHuAet/JogCPYkxQA0zQC6/BHo/AcgKgGSZMK2bbeguHgTjMYTaNmy8guba9N3//79cfr0aaxfvx5Tp04N4nOpf0wwFCI7Oxtffvklhg0bhqZNm9bb40qSETt33oXLl/OQmbkakZFt6u2xyT+09gSDc2GEsTokQbLZjFOHBGR2G1Y/tUTVkqAaamRqSlKqJTG1OYenpMtLDZR70Pb9RuDwWtvPkklAm0EQu96BRnE3orh4Ew4ffgGA7PbFzdH0/f7772PFihW1avpWGyYYCtG3b1/IHqbKbtWqldv+qtuu/u///g/Dhg3z6XEtlksoL98Po/E48vIG2pOMtr4FT0Gl04gwWiTO5knKFio1QY6+O641NsZiYP/PwI4FQMF24MBy4MBytNTogYx0HI7dhsOHX4QsS85+bY6m72+//RarVq3CE088EbCmb6VighHm9PokZGSsQn7+DSgr2+McXRIVlXblg0kRvC3ZLssyyqvMARKlq5zqvcJSAUn2XuvhWtZoNcIqeV+nxZeykdrKtVVMVhMsUvWl7C0WC0yyyS2Z9lbWwaA1QBRsY3bNVjPMNUwa50vZCE0ENPahqT6VlcwwW72X1Wv00NoX1PKlrEWywFTtm3YlnUYHnai7YlmLxQKrXPk6WSUrjFaj9/OKOug0Op/LSrKEihqaQXwpqxW10GtsCYqn93ddy2pEDSI0EbYkSKNDmWQGdAbbDwBENwL6/AXo8xdoLhxGxO4fbMnGub1ovPUoKlINONLKiL2HXoF8fj9a95ztbPp+8cUXcenSJYwZM8br4zvs3bu32r4uXbpAF+x+SHXEBIMQEZHiHMJaVrYbeXmDkJm5ClFR7YIdGtWCYz0S1xVVZVnGmJ/GIO9snnNffEQ81t5duRz9hOUT8Hvh7x7PGamNxK9/+tW5/dSqp7Du5DqvMWwfu915e/K6ycg9muu17C/3/uJMSKZsmoLFBxd7LTvQOBBJ+iQAwFu/vYW5e+d6Lbv0jqVo1qAZAOCDrR8gZ2eO17ILb1uItHhbEv359s/xSf4nXsv++9Z/o2tiVwDAv3b/C+9tfs9r2ZlZM9E7pTcA4Lt93+H1X173WnbGjTMwoPkAAMCPh37ESxu8j+h6Z+A7yGqVBQBYcWwFJq3xMNW/3dT+UzEybSQAYOOpjXh0xaNeyw6PHI4RGAEA2HJmC8YvG++17MSeE3F/1/sBALsv7MY9P97jteyEjAl4JPMRAMChi4dw++LbvZYd12Ucnu71NADgdOlp3LLgFq9lR3cYjRevtQ39LDIWYeBc700Ot7W9Df933f8BAMot5egzp4/Xsje1vAnvDap8XWsqe32z6/HxkI+Bgc8CZ3Zh0LI/oVy2Asdt97c5sx4fWMei5TVfOZu+e/bsWaum77vvvrvavuPHj1ebTyNUMMEgAIBen4zMzFXIyxuMsrJdLklG+2CHRlfgXFHVJcEot5S7JRdE5GeCACR3sXUCdakdOWSMRvSvq4FuRejbty9MJhOWLFnidqgvTd+hTJDV+KxqUFxcjLi4OFy6dElVs6mZzWYsWbIEw4YNu6rqNJPpDPLyBqOi4ggyMpYhLq6/H6MMff66zv50/VsrcfxCOf7zSD/0aBEPACgzlzm/ha0etRqRWttqtaHURLJs2TL8YdgfnPO7sInE/00ky5ctx4hbR0Cn07GJRFM5hLrMXOZz2XJLOQbNGwQA+OXIcUR1vw+47UNF/s24Gr58hrIGg9zo9UnIzFyF8vKDiIu7NtjhUC3orrBke6Q20i0BcDBoaz/raYQmAqjlDNm+lNVr9M4PAVdmmKEX9G6d4ryV9USnqfzQClpZsfKD3p9ltfap1K+2rBlmaITKF0ojahAlVn+feOJLWVEQPb7/rrasIAgBKQvAP2W3zEZRu3a4oD8HoEetz6cmTDCoGr2+MfT6xs7ty5fzIQgRiI7uGMSoyBtnJ0+XYaqiIKJLoy7O20QUWKIgoldyL9vthtfDuPNrbC94GpJgQUTEHZBl30b4qQETDKpRaelO5OXdCEHQIjNzFaKjO135IKpXzk6eLhNtGbQGfDv822CFRBR2DFoDZt0yy7ZxdCOw9Ru0ORqLA60uwGBYgKNHX0Ba2lthNVSVX22oRnp9CgyGVJjNhcjLG4TS0l3BDomq0HmowSCiIGreG4iIRfMjFrRJsC3tfvLkOzh06DlVdub0hgkG1Uina4SMjOVo0KA7zOYz9iRjZ7DDIhdaTfVhqkQURBod0GYQAKDZucYoL38QAHD8+Fs4dOjZsEkymGDQFVUmGT1gNp9FXt4NuHx5R7DDIjutWH2irXJLObK+y0LWd1k19p4nIv8oM5dhwLcDMODbAbaRJanXAACEc3tgMt2KNm3+AQA4fvwdFBZ+HcxQ6w0TDKoVnS4BGRm5aNCgJ8zms8jPvwGlpXuCHRbBNlU44D6KRJZlnCo9hVOlp8Lm2xJRsBUZi1BktK+UmmBbckE4fxAA0KTJBLRr9zESE+9AUpL3ScrUhAkG1ZojyYiJ6YWoqE6IiAjN2eXUxjGKhIudESlII/tyCxcO2dY4AdCs2QR06TIfon1IsixLqv4CwFEk5BOdLh7p6bkQBC202gbBDodQOYqEy7UTKUh8KwACBHMpIizFzt2OUSSyLGH//kchCBFIS5uuytElTDDIZzpdQ7ftY8feQXz8jYiJ6R6cgMIcR5EQKZBWD0Q3BkrPwGAuqnb3pUsbcerUp/YtCWlp/1BdksEmEroqp0/PwqFDzyA//0aUlGwJdjhhiaNIiBQqJgUAYDBfrHZXw4bXoUOHLwAIOHnyQ+zf/7jqmkuYYNBVadz4j4iNvRYWSxHy84egpGRzsEMKOzoPo0iISAFimgCAxxoMAGjSJNuZZJw6NQP79z8KuYb1gUINEwy6KlptHNLTlyE2tq8zySgu9rwEOAWGRnR08qz89iMIAtrGtUXbuLaqq3YlUiLH9PxdGnWpnJ4/2rbkgt5y2etxTZqMR4cOM2FLMj5RVZLBPhh01bTaWKSnL8O2bUNRXLwB+flDkJGRi9jY3sEOLSxoPQxTjdRGYtHIRUGKiCj8eJye32BbbVRn9b46KwA0aTIOgiBgz577cerU50hJyUZsbK9AhVpvmGCQX2i1MUhP/wnbtw/DpUvrsW3bzbjmmn1ui6ZRYDg7ebKJhEhZDHEAAO0VEgwASEkZC0CEKBpUkVwATDDIj7TaGHTrtgTbtw9HUtIoJhf1xLnYGTt5EilLhKMGo3az6aak3Oe2bTKdhU7XCEKIrogcmlGTYmm1McjIWIFmzR517lNbz2il8TRMtdxSjpGLRmLkopGcKpyoHnicnl8bAQAQZbPP56uoOIYtW/pg794HQ7ZPBhMM8jtRrKwYM5svID9/MC5d2hTEiNRN62wicZ8q/OClgzh46SATPKJ64HF6fmeCYfH5fCUlm1FRcRQFBTOxd+8DIZlkMMGggDpy5BVcvLgaBw9O4gddgFQ2kYTeHyAiVdPoAdQtwWjc+HZ07jwHgAYFBbOwd282ZNnq5wADi30wKKDatHkDsmxBq1avcbhkgFQ2kTCBI1IUe4KhkXxvIgGApKTRAATs2nUvCgpyIMsSOnacCUHQ+DHIwGGCQQGl0USjfftPgh2Gqjln8uQoEiJl0UUBADSSqc6nSEoaBVuScQ8KC2cDkNGx46yQSDLYREIU4rQiazCIFElnAFC3Tp6ukpLuQufO3wLQoKTkd1gsl/wQXOApIsGYMWMGWrVqBYPBgD59+uDXX3/1WjYnJweCILj9GAyGeoyWSFl0jom2WINBpCzaSABXV4PhkJR0J7p1W4yMjJXQ6RKu+nz1IehNJHPnzsXEiRPx6aefok+fPnj//feRlZWFvXv3IikpyeMxsbGx2Lt3r3ObbfsUzrQe+mAIgoCm0U2dt4kosBzT8ztuAwDsHbAFP40AadRomNt2UdEqxMVd7zZyT0mCHtV7772HBx98EPfffz8A4NNPP8WPP/6ImTNn4rnnnvN4jCAISElJqc8wiRRLJzpqMNynCl9257JghUQUdjxOz2+fIEuA/5svCwpmY8+ecWjc+C506vSNIpOMoEZkMpmwefNmTJ482blPFEUMGTIEmzZ5nzfh8uXLaNmyJSRJQo8ePfD666+jS5cuHssajUYYjUbndnFxMQDAbDbDbL66djElcTwXNT0nJVLidRZg+3ZkslgVFdfVUOJ1Vhte43pgsUIHAJADcJ0bQBC0OHt2HiTJivbtZ0MUdX5+jOp8eR5BTTDOnTsHq9WK5ORkt/3JycnYs2ePx2M6dOiAmTNnIj09HZcuXcI777yDfv36YefOnWjevHm18tOmTcOUKVOq7f/5558RFRXlnyeiILm5ucEOISwo6TrvOCcA0KDwzFksWbIk2OH4lZKus1rxGgdObNlR3ABbE8nPfr/OGmi1zyAq6i2cP78Aa9eeRlnZRAT6Y72s7Mrrqjgor07lCvr27Yu+ffs6t/v164dOnTrhs88+w9SpU6uVnzx5MiZOnOjcLi4uRmpqKm6++WbExsbWS8z1wWw2Izc3FzfddBN0usBnseFKiddZ3FmIr/bnIy4+AcOGXQMAqLBU4IHlDwAAvhjyBQza0OoIrcTrrDa8xv5VbinHfctsa4l8nfU1IrWRwJndwF5bLWNgrvMwXLjQG3v2jIZOtxFt2iSjfft/BbQmw9EKUBtBTTASExOh0WhQWFjotr+wsLDWfSx0Oh26d++OAwcOeLw/IiICERERHo9T4y+VWp+X0ijpOhv0tjgsEpwxmWHGrgu7AAAarUYxsfpKSddZrXiN/cMMMw5dOgQA0Gq1tmuqtyX2giwF7DonJ4+EVrsQO3bcjvPnF2L//j+jc+d5AeuT4ctzCOowVb1ej549e2LFihXOfZIkYcWKFW61FDWxWq3Yvn07mjRpEqgwiRRNy+XaiZRJtE2GJQR4iu9GjYaha9f/QhAiEBmZpphJuILeRDJx4kSMHTsWvXr1wjXXXIP3338fpaWlzlElY8aMQbNmzTBt2jQAwGuvvYZrr70WaWlpuHjxIt5++20cPXoUDzzwQDCfBlHQOEeRcKItImWx1yIIkAIwjsRdo0a3oFevPERFdVDM0PSgJxijR4/G2bNn8fLLL6OgoACZmZlYunSps+PnsWPHIIqVFS1FRUV48MEHUVBQgPj4ePTs2RMbN25E586dg/UUiILKUYPBxc6IFMaRYMiBTzAAIDq6o/O21VqB48ffQYsWz0AUq3cTqA9BTzAA4LHHHsNjjz3m8b7Vq1e7bU+fPh3Tp0+vh6iIQoPOw3LtRKQA9gRDlK2o7/R/9+57ce7cQhiNx9Chwz/r+dFtFDFVOBHVnZZNJETK5OiDARmQ6/f3s2nTRxAZmYbU1Gfr9XFdKaIGg4jqzlsTSXxEfDDCIQpLHqfnd00q6rlfRELCEPTuvateJt/yhgkGUYirXOys8o9ZlC4Ka+9eG6yQiMKO5+n5g1urGMzkAmATCVHIcyzXzk6eRKQkTDCIQpyzBoN9MIiUxXU+Cimwc2EoERMMohDnaaKtCksF7l96P+5fej8qLBXBCo0obFRYKnD3D3fj7h/urvyd07g0UUjht6gc+2AQhTjHKBKzVYYsyxAEAZIs4ffC3wEAksymE6JAk2QJO8/vdN4GAGj0lQWs4ZdgsAaDKMQ55sEAACvnwiBSDtcaDCYYRBRqtJrKX2NOtkWkIFZT5W1N+C0oxwSDKMQ5RpEAHElCpCiu/Z+0wZmuO5iYYBCFOJ1rDQZHkhAph8VWgyFDAII8J0UwMMEgCnEaUXBOEmjmku1EChLeCT9HkRCpgE4UYbJKbjUYkdrIIEZEFH6qTc9vbxYRINuHqeqrH6RiTDCIVECrEWCyVjaRROmi8Ouffg1yVEThw+P0/K5JvrkCMETXb1BBxiYSIhVwThfOJhIi5XDt2BmGE94xwSBSAU4XTqRA9byCqtIwwSBSgapLthutRjyy/BE8svwRGK3GYIZGFBY8Ts/vtlx7+H3csg8GkQo4pgt3TLRllaxYd3Kd8zY0Xg8lIj/wOD2/6zT9Yvj9EoZfSkWkQo7pwi2caItIOeTwbrJkgkGkAo7pws3sg0GkHK59MMIw2WCCQaQCjlEkFo4iIVIOt34XTDCIKARpnU0k4fdHjEixXGswJGvw4ggSJhhEKuDo5MnFzogUKgyHrHIUCZEKODt5crl2oqCpNj1/GPa7cMUEg0gFqtZgROmisH3s9mCGRBRWPE7P75ZghF8NBptIiFSAfTCIlMh1oi0mGEQUgpxThXMUCZFyhPlMnuH3jIlUyLnYmb0Gw2g1YuLqiZi4eiKnCieqBx6n53edyTMMm0jYB4NIBSoXO7P9QbNKVuQezQUA/L3/3zlVOFGAeZ6en00kRBTitBxFQqRA4ZdUuGKCQaQClaNImGAQKQanCieiUOeYB8PKTp5EyuHasVMOv99NJhhEKuBoImENBpGCMMEgolDnaCLhMFUiBXHr2Bl+yT8TDCIV0HGiLSJlC8M+GBymSqQCWo17J89IbSR+ufcX520iCixv0/PLECBARjjWYDDBIFIBnegYpmprIhEEAVG6qGCGRESuwrAGg00kRCpQtQaDiJRBcNRccKpwIgpFlYud2WowTFYTXlj/Al5Y/wJMVlMwQyMKCx6n5+daJEQU6nTOUSSy/X8LFh9cjMUHF8MiWYIZGlFYcEzPn3s01zZVOFAlwQi/WT2ZYBCpQOU8GBymSqQYkrnytqgLXhxBwgSDSAW0zsXO2AeDSDFcmyc1TDCI6CqUlGyBHITe4lVHkRCRAlhdajA0+uDFESRMMIj8pLBwDjZv7o2DB5+p9ySDo0iIFMh1enD2wSCiurJYLgGQcOLEuzh48Ol6TTKcM3myBoNIOVybRcJwNBcTDCI/adZsAtq1+wQAcOLEdBw48FS9JRlcrp1IgTQRlbct4ZdgcCZPIj9q1uxhCIKIffv+gpMn/wFARlra+xACXD1adR6MSG0k1oxe47xNRIHlcXp+rWuCURGEqIKLCQaRnzVt+hAAEfv2PYiTJz8AICEt7YOAJhmVTSS2GgxBEJBgSAjY4xGRO4/T8wtCWK9FwiYSogBo2vQBdOjwJQABgCbgj8cmEiJlck4VjvDr5MkaDKIAadJkPKKiOiM2tk+9N5GYrCa89dtbAIBnez8LfRgOkSOqTyarCVM2TQEAvNL3leq/cxxFQkT+FBd3rTO5kCQjTp78BLLs/5EeOk31qcLn7p2LuXvncqpwonrgcXp+t07eTDCIKABkWcbOnaOxf/8j2Ldvgt+TDK3IqcKJFIeLnRFRoAmCgMaN/whAwOnT/8S+fQ/7NcnQcapwIuXhRFtEVB9SUsagY8fZAEScPv059u59yG9JhpYTbREpEJtIiKiepKT8GZ062ZKMgoIvsXfvg35JMjiKhEiBXH+3xcCPJlMaJhhE9Sw5+U/o1Olr2JKMmdi//69XfU5dlVEkRKQAkrXydhg2kXCYKlEQJCffC9tkXA8jOfmeqz6fc7EziTUYRIrh1gcj/GowmGAQBUly8t1ISMiCThd/1edyLtdur8EwaA1YesdS520iCiyP0/OzkycRBYtrclFSkof9+x+HLFtrOMIzRw2GJAOSJEMURDRr0AzNGjSDGIbD44jqm2N6/gRDQuXEeq6/e/W4urJSsAaDSAGs1lJs23YLzOZCmM1F6NTpKwg+VKk6RpEAgFmSEBGGHcqIFMctwfD9i0Oo41cbIgXQaKLRvv0MCIIWZ858g927x0DyYQZOx0RbgG0uDLPVjHd/fxfv/v4uzFZzIEImIhcmqwl//9/f8ff//R0mq31pdtdEPwxrMJhgEClE48Z3oHPnefYkYw727Kl9kuEYpgrYEwzJjJydOcjZmQOzxASDKNCuOD0/EwwiCqbGjW9H587z7UnGv7F7959rlWToqjSREJECuM2DEX4ft+H3jIkUrnHjkejS5TsIgg5nz87F8eNvXvEYQRCgcY4kCb9vSkSK5DYPRvh93IbfMyYKAYmJf0CXLgsQH38Tmjd/slbHcMEzIoVxm6U3/IapchQJkUIlJo5Ao0bDK4e8AZBlq9fRJTqNCKNFsi/ZHn5/zIgUR3T5iOUoEiJSEtfk4siR17Bz512QJJPHslpOF06kLBp95e0wHM3FBIMoBJSXH8TRo6/j3LmF2LVrtMckgwueESmM6zDVMEww2ERCFAIiI9uia9dF2LFjJM6dW4SdO0ehS5d5EMXKb0g6lyXbDVoDFt62EACnCieqDx6n5xcEyIIGgmxlEwkRKVejRregW7f/QhAicP78f7Fz552QJKPzfkcTidlqmyo8LT4NafFpnCqcqB54nJ5flm3JBQCIuuAFFyT8y0MUQhISstCt22KIogHnz3/vlmTo7E0k7INBpBCuw1TF8GswYIJBFGISEm5G167f25OMH3DhQi4AoIHB9gds35nLMFvN+DjvY3yc9zGnCieqBx6n53edJC8M1wdigkEUghIShqBbtx/Qrt0nSEwcDgD4Q2YzAMDnaw+hwmLEJ/mf4JP8TzhVOFE98Dg9v8yJtogoBMXH34hmzR52bt/VPRqNo2Ucu1CGpTsKgxgZEQFwX3+ECQYRhSKz+QL27c7Cy9e9CZ1oxOfrDgU7JCJynclTCL/J75hgEKlAWdk+lJXtQ4ywHhN7/R2Hz54PdkhEBNc5aZhgEFEIiou7FunpP0EUo9EpYSseyXwj2CERUZiPIgm/Z0ykUg0bDkB6+k/I3zYUnRttA8q6AADKLeUey2tEDSI0Ec7tMnOZ13OLgug2YZcvZcst5ZBlz7OLCoKASG1ktbIWiwUm2YRySznMMHssW2GpgCR7H5IbpYuqU1mj1Qir5H1SJF/KRmojndO9m6wmWFxHFVxFWYPW4JxrwWw119iR11tZT9c4QhMBjX20w5XO61ZWMtc4Wkmv0UNr/4D1paxFssBk9Tw1PgDoNDro7PNL+FLWKllhtBq9lxV10Gl8L1tNmK+mygSDSEUaNrweGelLsWHzLc59g+YN8lj2+mbX4+MhH7uV85aM9EruhVm3zHJu37LgFhQZizyW7dKoC74d/q1ze+SikThVespj2bZxbbFo5CLn9j0/3IODlw46t1+b95rzdtPoplh25zLn9ril47Dz/E6P542PiMfau9c6tycsn4DfC3/3WDZSG4lf//Src/upVU9h3cl1HssCwPax2523J6+bjNyjuV7L/nLvL86EZMqmKVh8cLHXsmtGr0GCIQEA8NZvb2Hu3rleyy69YymaNbCNGvpg6wfI2ZnjtezC2xYiLT4NAPD59s/xSf4nbve7XuN/3/pvdE3sCgD41+5/4b3N73k978ysmeid0hsA8N2+7/D6L697LTvjxhkY0HwAAODHQz/ipQ0veS37zsB3kNUqCwCw4tgKTFozyWvZqf2nYmTaSADAxlMb8eiKR72Wfb7P87in4z0AgC1ntmD8svFey07sORH3d70fALD7wm7c8+M9XstOyJiARzIfAQDc1vY299fYniRKENkHI1hmzJiBVq1awWAwoE+fPvj1119rLD9//nx07NgRBoMB3bp1w5IlS+opUiLla9jwOrTv8F+83ezglQsTkV9E6aJwf5f70T2pe2VNm32YqhyGtRcAIMje6i7rydy5czFmzBh8+umn6NOnD95//33Mnz8fe/fuRVJSUrXyGzduxIABAzBt2jQMHz4cc+bMwZtvvoktW7aga9euV3y84uJixMXF4dKlS4iNjQ3EUwoKs9mMJUuWYNiwYdDpwm9K2voSStf5eMFa/Ov3Isz6BTBZbM0D8dE6ZKbGo3tqQ3RqEodmcbFIio1AQpQeFVbPtRdAcJpIli1bhqysLGi1Wo9l2URy9U0kVa8xm0jsZevYRCLJEgQIlasgXzwOvN8VVkEH6fnTiv+bURu+fIYGPcHo06cPevfujY8++ggAIEkSUlNT8fjjj+O5556rVn706NEoLS3FDz/84Nx37bXXIjMzE59++ukVH48JBl0Nf1/nESNGwGw2Y+nSpdXuW7duHQYMGID8/HxkZGRg69atyMzMxJEjR9C6dWvntqtBgwYhMzMT77//vnPf6Uvl+GDFfmw7tAz7i9rAZK2++JlGFBAXqUOsQYvYSB2i9VpoNQI0ogCtKECnEaHTiNBrRfuiarY/oIJQvW+8a02wKAgQBds5NKLtDkmWYZUAGbL9fls5CLD/cQZkScKBAwfRuk0bCPYp0AX7P0KVR5RlGVZJhlWWIUkyBMF2Dse5HX/sBdj69FusMiySBIskQyM4npstPkfssgxIMmCVJFglW8yuz88Rp+DYFgS3/ZIsA3LlGAJHPI4YHPe7PQ/7c3G9y3FtRLHqc6583pJsu5YaezlREKrVxktSZdnKfVYcPnIEbVq3hkYUK5+Hy3WW7U/C/flXlvFGcHl/VOX6iSNXvQhezuP1fpfXwCq5v16CAGgEx+vq/no5Xl9ZtkVwpefsynZ97a+zJMNiv7aO+zQinK9DrPE0JmwdCRN0OPjgfnRqFl/j8wkFvnyGBrUPhslkwubNmzF58mTnPlEUMWTIEGzatMnjMZs2bcLEiRPd9mVlZWHRokUeyxuNRhiNldlncXExANsHhdmsnhkOHc9FTc9Jifx9nceOHYvRo0fj8OHDaN68udt9X375JXr27InIyEjnY7q+bz29h2VZhiRJbvsTo7R46rqj2N3oRQj6ntht/Bibj5lx7HwZzlw2oqjMDKsk40KpCRdKvX8DrH8icOpIsINQORFrTh8NdhCq1Vw4iwkRgFUWcPhsCdKSGgQ7pKvmy9++oCYY586dg9VqRXJystv+5ORk7Nmzx+MxBQUFHssXFBR4LD9t2jRMmTKl2v6ff/4ZUVFRHo4Ibbm53juckf/46zqLoojY2Fi8+OKLGDVqlHN/eXk55s6di3HjxmHVqlUAgPXr1+PUqVMoLCx023Z1/vx5HD58uFq/JI1mH6KjtRCMm9DWci9S4l4G4myJi1UCLluAMvtPuVWA0Wr7huf4sciAVQYsku1/h6pf8ly+5wKwH28vZ5Vte0Wh8huj41u+5PKtXbb/4/zG6bLf8VP1e60o2DqUOb7oOx7T05dQUQQ0AERBhgQBVhn2b73u5Wy1DpXndn1+sod4JZf7HN/cBQ/Hud7n+jzcv0m7PGf7uas9ZzhqT1xiconD9bzOsh7OU/U5uT4vweXHWf0CeK138LTf0+vlytt9ta1ad8QtVnm9HO89yTVme1nHtXB9XV3fW67Puepr5HitZdjeR473ieDhMaMlPXIrboYVGhzbvRVLjm6t5bNSrrIy782jVal+FMnkyZPdajyKi4uRmpqKm2++WXVNJLm5ubjpppvYRBJAgbjO48ePx3//+1/MmjXLWZ3/1VdfQRAETJ06FUVFttEa1113nbOJxHXb1XvvvYfWrVtj2LBhVR5lGEpK+mPnzmEAdqN58w/RufP30Gpj/PIc/I3v58DjNa4fZvNI5ObmYoxKrrOjFaA2gppgJCYmQqPROL+RORQWFiIlJcXjMSkpKT6Vj4iIQERERLX9Op1OFS92VWp9Xkrjz+v84IMP4r333sPGjRsxaNAgAMDs2bNxxx13IDExEZcvX3Z7TMfjDhw4EKLo3ju9vLwc3bt39xhbQkI/ZGQsx7ZtN6GkZCN27x6B9PSfoNUqN9Hm+znweI3rh1qusy/PIahjZ/R6PXr27IkVK1Y490mShBUrVqBv374ej+nbt69becBWXe2tPJHSdezYEf369cPMmTMBAAcOHMC6deuQnZ1d43Fz585FXl6e20+vXr1qPCY2thcyMpZDq22I4uKN2LYtCxbLZb89FyIih6APzp04cSI+//xzfPXVV9i9ezcmTJiA0tJS3H+/bZKTMWPGuHUCfeKJJ7B06VK8++672LNnD1599VX8/vvveOyxx4L1FIiuWnZ2NhYsWICSkhLMmjULbdu2xcCBA2s8JjU1FWlpaW4/jg6hNYmJ6YmMjBXQauMRGdkOGs2VjyEi8lXQ+2CMHj0aZ8+excsvv4yCggJkZmZi6dKlzo6cx44dc6sG7tevH+bMmYMXX3wRzz//PNq1a4dFixbVag4MIqUaNWoUnnjiCcyZMwezZ8/GhAkTKsfSB0BMTA/07PkbDIZWEARNwB6HiMJX0BMMAHjssce81kCsXr262r677roLd911V4CjIqo/DRo0wOjRozF58mQUFxdj3LhxAX/MyMi2ztuybMXRo6+jWbPHodM1DPhjE5H6Bb2JhIhssrOzUVRUhKysLDRt2rReH/vAgadw5MjL2LbtZpjNF+v1sYlInRRRg0FEtg7MnibWbdWqldv+qtuuPNX41UaTJg/gzJl/o6TkN2zbdhPS03+GThf6sw4SUfCwBoOI0KBBOjIyVkKnS0RJye/Izx8Cs/lCsMMiohDGBIOIAAANGnRDRsYq6HSNcfnyFiYZRHRVmGAQkVODBl2RmbkKOl0SLl/eiu3bb4VcwyqkRETeMMEgIjfR0V2QmbkKEREt0LLlyxAE/pkgIt+xkycRVRMd3Rl9+uyDKFafZp+IqDb41YSIPHJNLsrK9mPbtqEwmc4GMSIiCiVMMIioRrIsY/fue3HhwlLk5w+GyXQm2CERUQhggkFENRIEAZ06/Qt6fROUlu5AXh6TDCK6MiYYRHRFUVEdkJm5Gnp9U5SV7URe3g0wmQqDHRYRKRgTDCKqlaio9vYkoxnKynYhL+8GGI0FwQ6LiBSKCQYR1VpUVDtkZq5GRERzlJXtxsGDE4MdEhEpFBMMIvJJVFQaMjNXo1Gj29Cu3UfBDoeIFIrzYBCRzyIj26Jbt/+67bNay6HRRAYpIiJSGtZgENFVO3lyBn7/PRNG48lgh0JECsEEg4iuitVaiuPH30F5+T7k5Q1CRcWJYIdERArABIOIropGE42MjFUwGFqhvPwAkwwiAsAEg4j8IDKyFTIzV8NgaIWKioP2JON4sMMioiBigkFEfmEwtERm5hoYDK1dkoxjwQ6LiIKECQYR+Y3B0MKeZLRBRcUhnDu3ONghEVGQcJgqEfmVwZCKzMzVOHduEZo3fyzY4RBRkLAGg4j8zmBIRfPmjzu3LZbLbC4hCjNMMIgooCyWy9i+fRi2br0e5eWHgx0OEdUTJhhEFFBWawlMpkIIghaCwFZZonDB33YiCqiIiCbIzFwFWbbAYEgNdjhEVE+YYBBRwEVENA12CERUz9hEQkRERH7HBIOIiIj8jgkGERER+R0TDCIiIvI7JhhERETkd0wwiIiIyO+YYBAREZHfMcEgIiIiv2OCQURERH7HBIOIiIj8jgkGERER+R0TDCIiIvI7JhhERETkd0wwiIiIyO+YYBAREZHfMcEgIiIiv2OCQURERH7HBIOIiIj8ThvsAOqbLMsAgOLi4iBH4l9msxllZWUoLi6GTqcLdjiqxetcP3idA4/XuH6o7To7Pjsdn6U1CbsEo6SkBACQmpoa5EiIiIhCU0lJCeLi4mosI8i1SUNURJIknDp1CjExMRAEIdjh+E1xcTFSU1Nx/PhxxMbGBjsc1eJ1rh+8zoHHa1w/1HadZVlGSUkJmjZtClGsuZdF2NVgiKKI5s2bBzuMgImNjVXFm1jpeJ3rB69z4PEa1w81Xecr1Vw4sJMnERER+R0TDCIiIvI7JhgqERERgVdeeQURERHBDkXVeJ3rB69z4PEa149wvs5h18mTiIiIAo81GEREROR3TDCIiIjI75hgEBERkd8xwSAiIiK/Y4IRQmbMmIFWrVrBYDCgT58++PXXX2ssP3/+fHTs2BEGgwHdunXDkiVL6inS0ObLdc7JyYEgCG4/BoOhHqMNPWvXrsWIESPQtGlTCIKARYsWXfGY1atXo0ePHoiIiEBaWhpycnICHmeo8/U6r169utp7WRAEFBQU1E/AIWjatGno3bs3YmJikJSUhJEjR2Lv3r1XPC5c/jYzwQgRc+fOxcSJE/HKK69gy5YtyMjIQFZWFs6cOeOx/MaNG3HPPfcgOzsbW7duxciRIzFy5Ejs2LGjniMPLb5eZ8A2Q9/p06edP0ePHq3HiENPaWkpMjIyMGPGjFqVP3z4MG699VbccMMNyMvLw5NPPokHHngAy5YtC3Ckoc3X6+ywd+9et/dzUlJSgCIMfWvWrMGjjz6K//3vf8jNzYXZbMbNN9+M0tJSr8eE1d9mmULCNddcIz/66KPObavVKjdt2lSeNm2ax/KjRo2Sb731Vrd9ffr0kf/yl78ENM5Q5+t1njVrlhwXF1dP0akPAHnhwoU1lnn22WflLl26uO0bPXq0nJWVFcDI1KU213nVqlUyALmoqKheYlKjM2fOyADkNWvWeC0TTn+bWYMRAkwmEzZv3owhQ4Y494miiCFDhmDTpk0ej9m0aZNbeQDIysryWp7qdp0B4PLly2jZsiVSU1Pxhz/8ATt37qyPcMMG38v1KzMzE02aNMFNN92EDRs2BDuckHLp0iUAQEJCgtcy4fR+ZoIRAs6dOwer1Yrk5GS3/cnJyV7bRwsKCnwqT3W7zh06dMDMmTPx3//+F//6178gSRL69euHEydO1EfIYcHbe7m4uBjl5eVBikp9mjRpgk8//RQLFizAggULkJqaikGDBmHLli3BDi0kSJKEJ598Ev3790fXrl29lgunv81ht5oqkT/17dsXffv2dW7369cPnTp1wmeffYapU6cGMTIi33To0AEdOnRwbvfr1w8HDx7E9OnT8fXXXwcxstDw6KOPYseOHVi/fn2wQ1EM1mCEgMTERGg0GhQWFrrtLywsREpKisdjUlJSfCpPdbvOVel0OnTv3h0HDhwIRIhhydt7OTY2FpGRkUGKKjxcc801fC/XwmOPPYYffvgBq1atQvPmzWssG05/m5lghAC9Xo+ePXtixYoVzn2SJGHFihVu355d9e3b1608AOTm5notT3W7zlVZrVZs374dTZo0CVSYYYfv5eDJy8vje7kGsizjsccew8KFC7Fy5Uq0bt36iseE1fs52L1MqXa+/fZbOSIiQs7JyZF37dolP/TQQ3LDhg3lgoICWZZl+b777pOfe+45Z/kNGzbIWq1Wfuedd+Tdu3fLr7zyiqzT6eTt27cH6ymEBF+v85QpU+Rly5bJBw8elDdv3izffffdssFgkHfu3Bmsp6B4JSUl8tatW+WtW7fKAOT33ntP3rp1q3z06FFZlmX5ueeek++77z5n+UOHDslRUVHyM888I+/evVueMWOGrNFo5KVLlwbrKYQEX6/z9OnT5UWLFsn79++Xt2/fLj/xxBOyKIry8uXLg/UUFG/ChAlyXFycvHr1avn06dPOn7KyMmeZcP7bzAQjhHz44YdyixYtZL1eL19zzTXy//73P+d9AwcOlMeOHetWft68eXL79u1lvV4vd+nSRf7xxx/rOeLQ5Mt1fvLJJ51lk5OT5WHDhslbtmwJQtShwzEcsuqP47qOHTtWHjhwYLVjMjMzZb1eL7dp00aeNWtWvccdany9zm+++abctm1b2WAwyAkJCfKgQYPklStXBif4EOHp+gJwe3+G899mLtdOREREfsc+GEREROR3TDCIiIjI75hgEBERkd8xwSAiIiK/Y4JBREREfscEg4iIiPyOCQYRERH5HRMMIiIi8jsmGEQUMK+++ioyMzP9cq4BAwZgzpw5Ph3z6aefYsSIEX55fCLyDRMMIvLZiBEjcMstt3i8b926dRAEAdu2bcOkSZOqLexUF4sXL0ZhYSHuvvtumEwmJCYm4o033vBYdurUqUhOTobZbMb48eOxZcsWrFu37qpjICLfMMEgIp9lZ2cjNzcXJ06cqHbfrFmz0KtXL6Snp6NBgwZo1KjRVT/eBx98gPvvvx+iKEKv1+PPf/4zZs2aVa2cLMvIycnBmDFjoNPpoNfrce+99+KDDz646hiIyDdMMIjIZ8OHD0fjxo2Rk5Pjtv/y5cuYP38+srOzAVRvIhk3bhxGjhyJd955B02aNEGjRo3w6KOPwmw2e32ss2fPYuXKlW5NHdnZ2di3bx/Wr1/vVnbNmjU4dOiQ8/EBW23L4sWLUV5efhXPmIh8xQSDiHym1WoxZswY5OTkwHW9xPnz58NqteKee+7xeuyqVatw8OBBrFq1Cl999RVycnKqJSqu1q9fj6ioKHTq1Mm5r1u3bujduzdmzpzpVnbWrFno168fOnbs6NzXq1cvWCwW/PLLL3V4pkRUV0wwiKhOxo8fj4MHD2LNmjXOfbNmzcIdd9yBuLg4r8fFx8fjo48+QseOHTF8+HDceuutNfbTOHr0KJKTkyGK7n+usrOzMX/+fFy+fBkAUFJSgu+++w7jx493KxcVFYW4uDgcPXq0Lk+TiOqICQYR1UnHjh3Rr18/Zy3CgQMHsG7dOrfmCU+6dOkCjUbj3G7SpAnOnDnjtXx5eTkMBkO1/ffccw+sVivmzZsHAJg7dy5EUcTo0aOrlY2MjERZWVmtnhcR+QcTDCKqs+zsbCxYsAAlJSWYNWsW2rZti4EDB9Z4jE6nc9sWBAGSJHktn5iYiKKiomr7Y2Njceeddzo7e86aNQujRo1CgwYNqpW9cOECGjduXJunRER+wgSDiOps1KhREEURc+bMwezZszF+/HgIguDXx+jevTsKCgo8JhnZ2dlYv349fvjhB2zcuNFj7cnBgwdRUVGB7t27+zUuIqoZEwwiqrMGDRpg9OjRmDx5Mk6fPo1x48b5/TG6d++OxMREbNiwodp9AwYMQFpaGsaMGeNssqlq3bp1aNOmDdq2bev32IjIOyYYRHRVsrOzUVRUhKysLDRt2tTv59doNLj//vvxzTffVLtPEASMHz8eRUVF1Tp3Ovz73//Ggw8+6Pe4iKhmguw6xoyISIEKCgrQpUsXbNmyBS1btqz1cTt37sTgwYOxb9++Gke2EJH/sQaDiBQvJSUFX375JY4dO+bTcadPn8bs2bOZXBAFAWswiIiIyO9Yg0FERER+xwSDiIiI/I4JBhEREfkdEwwiIiLyOyYYRERE5HdMMIiIiMjvmGAQERGR3zHBICIiIr9jgkFERER+9/88IlTyETDnMAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6,6))\n",
    "plt.title(\"Inverter\")\n",
    "plt.xlabel(\"Vin (V)\")\n",
    "plt.ylabel(\"Vout (V)\")\n",
    "curve = testFiles.curves[0]\n",
    "x,y = gTdev.gtcurve.noBack(curve.x,curve.y)\n",
    "import numpy as np\n",
    "x = np.array(x)\n",
    "y = np.array(y)\n",
    "plt.plot(x,y,label='origin')\n",
    "plt.plot(y,x,label='mirror')\n",
    "nms = []\n",
    "for i in range(len(x)-2):\n",
    "      d1 = (y[i+1] - y[i])/(x[i+1] - x[i])\n",
    "      d2 = (y[i+2] - y[i+1])/(x[i+2] - x[i+1])\n",
    "      if (d1+1) * (d2+1) <= 0:\n",
    "            nms.append((x[i+1],y[i+1]))\n",
    "print(nms)\n",
    "plt.plot((nms[0][0]-0.2,nms[0][0]+0.2),(nms[0][1]+0.2,nms[0][1]-0.2),'--y')\n",
    "plt.plot((nms[1][0]-0.2,nms[1][0]+0.2),(nms[1][1]+0.2,nms[1][1]-0.2),'--y')\n",
    "plt.plot((nms[0][1]-0.2,nms[0][1]+0.2),(nms[0][0]+0.2,nms[0][0]-0.2),'--y')\n",
    "plt.plot((nms[1][1]-0.2,nms[1][1]+0.2),(nms[1][0]+0.2,nms[1][0]-0.2),'--y')\n",
    "\n",
    "plt.text(nms[0][0],nms[0][1],\"VIL\")\n",
    "plt.text(nms[0][1],nms[0][0],\"VIL\")\n",
    "plt.text(nms[1][0],nms[1][1],\"VIH\",ha='right',va='top')\n",
    "plt.text(nms[1][1],nms[1][0],\"VIH\",ha='right',va='top')\n",
    "\n",
    "\n",
    "plt.plot((nms[1][0],nms[0][1],nms[0][1],nms[1][0],nms[1][0]),\n",
    "         (nms[1][1],nms[1][1],nms[0][0],nms[0][0],nms[1][1]),\n",
    "         '--',label=\"NML\")\n",
    "plt.plot((nms[1][1],nms[0][0],nms[0][0],nms[1][1],nms[1][1]),\n",
    "         (nms[1][0],nms[1][0],nms[0][1],nms[0][1],nms[1][0]),\n",
    "         '--',label=\"NMH\")\n",
    "\n",
    "plt.legend(ncol = 2)\n",
    "plt.grid()\n",
    "inv = gTdev.inverter(curve.x,curve.y)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "starEnv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
